DataFrame
NO COMPARISON TARGET
35893
ROWS
0
DUPLICATES
31.6 MB
RAM
109
FEATURES
56
CATEGORICAL
53
NUMERICAL
0
TEXT
2.3.1
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
year
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
2
año_ingreso
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
3
género_0
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MISSING:
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DISTINCT:
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demuestra_confianza_0
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MISSING:
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DISTINCT:
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demuestra_confianza_1
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
6
demuestra_confianza_2
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
7
país_origen_0
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
8
país_origen_1
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
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país_origen_2
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
10
estrato
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
26
(<1%)
ZEROES:
---
MAX
6.00
95%
5.00
Q3
4.00
AVG
3.21
MEDIAN
3.00
Q1
3.00
5%
2.00
MIN
1.00
RANGE
5.00
IQR
1.00
STD
0.905
VAR
0.820
KURT.
0.731
SKEW
0.452
SUM
115k
11
tipo_vivienda_1
VALUES:
35,893
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MISSING:
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zona_vivienda_0
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MISSING:
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DISTINCT:
2
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13
horas_semana_estudio_casa
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
60
(<1%)
ZEROES:
11,600
(32%)
MAX
625
95%
7
Q3
3
AVG
4
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
625
IQR
3.00
STD
29.3
VAR
857
KURT.
427
SKEW
20.3
SUM
136k
14
interés_estudios_superiores_0
VALUES:
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(100%)
MISSING:
---
DISTINCT:
2
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15
interés_estudios_superiores_1
VALUES:
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(100%)
MISSING:
---
DISTINCT:
2
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16
medio_transporte_0
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
17
medio_transporte_1
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
18
medio_transporte_2
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
19
apoyo_familiar_0
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
20
apoyo_familiar_1
VALUES:
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(100%)
MISSING:
---
DISTINCT:
2
(<1%)
21
total_hermanos
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
29
(<1%)
ZEROES:
6,132
(17%)
MAX
8.00
95%
3.00
Q3
2.00
AVG
1.29
MEDIAN
1.00
Q1
1.00
5%
0.00
MIN
0.00
RANGE
8.00
IQR
1.00
STD
1.11
VAR
1.23
KURT.
8.60
SKEW
2.18
SUM
46,161
22
familia_0
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
23
familia_1
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
24
familia_2
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
25
actividades_extracurriculares_1
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
26
actividades_extracurriculares_2
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
27
actividades_extracurriculares_3
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
28
enfermedades_0
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
29
proyección_vocacional_0
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
30
proyección_vocacional_1
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
31
proyección_vocacional_2
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
32
proyección_vocacional_3
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
33
participación_clase_0
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
34
participación_clase_1
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
35
nee_0
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
36
nivel_motivación_0
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
37
nivel_motivación_1
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
38
id_asignatura
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
14
(<1%)
ZEROES:
---
MAX
23.0
95%
15.0
Q3
12.0
AVG
9.5
MEDIAN
9.0
Q1
7.0
5%
5.0
MIN
5.0
RANGE
18.0
IQR
5.00
STD
3.09
VAR
9.57
KURT.
0.098
SKEW
0.349
SUM
340k
39
period
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
40
edad_estudiante
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
159
(<1%)
ZEROES:
---
MAX
240
95%
195
Q3
164
AVG
137
MEDIAN
137
Q1
109
5%
83
MIN
-1
RANGE
241
IQR
55.0
STD
35.4
VAR
1,253
KURT.
-0.698
SKEW
0.106
SUM
4.9M
41
count_login
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
119
(<1%)
ZEROES:
---
MAX
261
95%
85
Q3
51
AVG
38
MEDIAN
34
Q1
20
5%
4
MIN
1
RANGE
260
IQR
31.0
STD
25.8
VAR
664
KURT.
4.60
SKEW
1.29
SUM
1.4M
42
dia_preferido_0
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
43
dia_preferido_1
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
44
dia_preferido_2
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
45
jornada_preferida_0
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
46
jornada_preferida_1
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
47
jornada_preferida_2
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
48
intensidad
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
49
id_docente
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
34
(<1%)
ZEROES:
---
MAX
39.0
95%
38.0
Q3
31.0
MEDIAN
22.0
AVG
19.9
Q1
7.0
5%
1.0
MIN
1.0
RANGE
38.0
IQR
24.0
STD
12.5
VAR
156
KURT.
-1.48
SKEW
-0.075
SUM
714k
50
count_evaluation
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
13
(<1%)
ZEROES:
30,019
(84%)
MAX
22.0
95%
4.0
Q3
0.0
AVG
0.6
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
22.0
IQR
0.00
STD
1.84
VAR
3.37
KURT.
33.4
SKEW
4.77
SUM
21,939
51
count_in_english
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
52
num_modules_updated
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
47
(<1%)
ZEROES:
1,833
(5%)
MAX
65.0
95%
30.0
Q3
16.0
MEDIAN
14.0
AVG
13.6
Q1
9.0
5%
0.0
MIN
0.0
RANGE
65.0
IQR
7.00
STD
8.43
VAR
71.0
KURT.
3.51
SKEW
1.24
SUM
488k
53
num_teacher_views_before_planned_start_date
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
30
(<1%)
ZEROES:
15,074
(42%)
MAX
39.0
95%
13.0
Q3
6.0
AVG
3.5
MEDIAN
1.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
39.0
IQR
6.00
STD
5.15
VAR
26.5
KURT.
8.68
SKEW
2.55
SUM
126k
54
teacher_total_updates
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
195
(<1%)
ZEROES:
1,146
(3%)
MAX
1,282
95%
176
Q3
84
AVG
70
MEDIAN
48
Q1
25
5%
3
MIN
0
RANGE
1,282
IQR
59.0
STD
99.7
VAR
9,950
KURT.
76.8
SKEW
7.42
SUM
2.5M
55
teacher_total_views
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
105
(<1%)
ZEROES:
6,990
(19%)
MAX
218
95%
83
Q3
28
AVG
22
MEDIAN
13
Q1
2
5%
0
MIN
0
RANGE
218
IQR
26.0
STD
28.6
VAR
820
KURT.
7.16
SKEW
2.31
SUM
807k
56
student_total_views
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
103
(<1%)
ZEROES:
12,883
(36%)
MAX
376
95%
134
Q3
13
AVG
21
MEDIAN
2
Q1
0
5%
0
MIN
0
RANGE
376
IQR
13.0
STD
52.4
VAR
2,745
KURT.
15.0
SKEW
3.68
SUM
771k
57
student_total_interactions
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
31
(<1%)
ZEROES:
32,886
(92%)
MAX
143
95%
8
Q3
0
AVG
2
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
143
IQR
0.00
STD
10.2
VAR
104
KURT.
97.7
SKEW
8.94
SUM
64,684
58
min_days_since_creation
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
108
(<1%)
ZEROES:
787
(2%)
MAX
1,727
95%
1,713
Q3
1,505
MEDIAN
1,347
AVG
964
Q1
11
5%
-17
MIN
-57
RANGE
1,784
IQR
1,494
STD
695
VAR
483k
KURT.
-1.58
SKEW
-0.501
SUM
34.6M
59
max_days_since_creation
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
61
(<1%)
ZEROES:
---
MAX
2,011
95%
1,764
Q3
1,624
AVG
1,557
MEDIAN
1,554
Q1
1,470
5%
1,407
MIN
164
RANGE
1,847
IQR
154
STD
177
VAR
31,373
KURT.
24.5
SKEW
-3.19
SUM
55.9M
60
avg_days_since_creation
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
341
(<1%)
ZEROES:
---
MAX
1,768
95%
1,738
Q3
1,578
MEDIAN
1,444
AVG
1,309
Q1
1,219
5%
357
MIN
40
RANGE
1,728
IQR
360
STD
394
VAR
155k
KURT.
1.12
SKEW
-1.37
SUM
47.0M
61
median_days_since_creation
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
167
(<1%)
ZEROES:
---
MAX
1,768
95%
1,738
Q3
1,589
MEDIAN
1,502
AVG
1,341
Q1
1,374
5%
3
MIN
-4
RANGE
1,772
IQR
214
STD
491
VAR
241k
KURT.
2.59
SKEW
-1.99
SUM
48.1M
62
median_days_since_last_update
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
216
(<1%)
ZEROES:
6,755
(19%)
MAX
1,087
95%
364
Q3
0
AVG
58
MEDIAN
-1
Q1
-3
5%
-19
MIN
-222
RANGE
1,308
IQR
3.00
STD
162
VAR
26,246
KURT.
10.7
SKEW
2.95
SUM
2.1M
63
percent_evaluation
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
33
(<1%)
ZEROES:
30,019
(84%)
MAX
0.400
95%
0.200
Q3
0.000
AVG
0.024
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.400
IQR
0.00
STD
0.068
VAR
0.005
KURT.
10.1
SKEW
3.19
SUM
879
64
percent_collaboration
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
15
(<1%)
ZEROES:
33,030
(92%)
MAX
0.230
95%
0.040
Q3
0.000
AVG
0.005
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.230
IQR
0.00
STD
0.021
VAR
4.47e-4
KURT.
39.2
SKEW
5.62
SUM
183
65
percent_in_english
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
10
(<1%)
66
percent_interactive
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
16
(<1%)
ZEROES:
33,689
(94%)
MAX
0.210
95%
0.040
Q3
0.000
AVG
0.005
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.210
IQR
0.00
STD
0.021
VAR
4.55e-4
KURT.
38.3
SKEW
5.82
SUM
165
67
percent_updated
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
87
(<1%)
ZEROES:
1,833
(5%)
MAX
1.00
95%
1.00
Q3
0.95
MEDIAN
0.77
AVG
0.69
Q1
0.50
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.450
STD
0.305
VAR
0.093
KURT.
-0.357
SKEW
-0.869
SUM
24,831
68
num_students
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
16
(<1%)
ZEROES:
---
MAX
24.0
95%
22.0
Q3
20.0
MEDIAN
17.0
AVG
16.9
Q1
15.0
5%
10.0
MIN
4.0
RANGE
20.0
IQR
5.00
STD
3.58
VAR
12.8
KURT.
0.771
SKEW
-0.456
SUM
605k
69
avg_views_per_student
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
341
(<1%)
ZEROES:
---
MAX
14.0
95%
4.1
Q3
2.4
AVG
1.9
MEDIAN
1.7
Q1
1.1
5%
1.0
MIN
1.0
RANGE
13.0
IQR
1.25
STD
1.10
VAR
1.22
KURT.
27.7
SKEW
3.60
SUM
69,177
70
median_views_per_student
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
34
(<1%)
ZEROES:
---
MAX
14.0
95%
3.0
Q3
2.0
AVG
1.5
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
1.0
RANGE
13.0
IQR
1.00
STD
0.930
VAR
0.865
KURT.
68.3
SKEW
6.41
SUM
53,539
71
avg_interactions_per_student
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
119
(<1%)
ZEROES:
26,230
(73%)
MAX
2.50
95%
0.76
Q3
0.06
AVG
0.13
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
2.50
IQR
0.063
STD
0.274
VAR
0.075
KURT.
10.3
SKEW
2.73
SUM
4,656
72
median_interactions_per_student
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
9
(<1%)
73
id_least_viewed_module
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
724
(2%)
ZEROES:
---
MAX
151k
95%
147k
Q3
139k
MEDIAN
134k
AVG
130k
Q1
129k
5%
84k
MIN
15k
RANGE
136k
IQR
10,059
STD
18,740
VAR
351.2M
KURT.
10.5
SKEW
-2.91
SUM
4.7B
74
students_viewed_least_module
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
17
(<1%)
ZEROES:
---
MAX
18.0
95%
3.0
Q3
1.0
AVG
1.3
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
1.0
RANGE
17.0
IQR
0.00
STD
1.13
VAR
1.28
KURT.
115
SKEW
9.25
SUM
47,156
75
id_most_late_opened_module
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
654
(2%)
ZEROES:
---
MAX
151k
95%
147k
Q3
137k
MEDIAN
129k
AVG
117k
Q1
117k
5%
33k
MIN
13k
RANGE
138k
IQR
20,169
STD
33,499
VAR
1.1B
KURT.
1.50
SKEW
-1.64
SUM
4.2B
76
days_before_start
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
162
(<1%)
ZEROES:
---
MAX
-19,754
95%
-19,754
Q3
-19,814
MEDIAN
-19,887
AVG
-19,902
Q1
-19,975
5%
-20,136
MIN
-20,171
RANGE
417
IQR
161
STD
123
VAR
15,052
KURT.
-0.550
SKEW
-0.656
SUM
-714.4M
77
percent_students_viewed
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
67
(<1%)
ZEROES:
12,883
(36%)
MAX
1.00
95%
0.81
Q3
0.20
AVG
0.17
MEDIAN
0.06
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.200
STD
0.249
VAR
0.062
KURT.
2.38
SKEW
1.82
SUM
6,224
78
percent_students_interacted
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
30
(<1%)
ZEROES:
32,886
(92%)
MAX
0.750
95%
0.130
Q3
0.000
AVG
0.020
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.750
IQR
0.00
STD
0.083
VAR
0.007
KURT.
31.5
SKEW
5.34
SUM
709
79
percent_modules_viewed
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
133
(<1%)
ZEROES:
12,883
(36%)
MAX
7.58
95%
2.38
Q3
0.32
AVG
0.46
MEDIAN
0.08
Q1
0.00
5%
0.00
MIN
0.00
RANGE
7.58
IQR
0.320
STD
1.01
VAR
1.03
KURT.
16.6
SKEW
3.78
SUM
16,444
80
total_modules
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
51
(<1%)
ZEROES:
---
MAX
65.0
95%
40.0
Q3
21.0
AVG
19.7
MEDIAN
16.0
Q1
16.0
5%
10.0
MIN
1.0
RANGE
64.0
IQR
5.00
STD
8.69
VAR
75.4
KURT.
2.37
SKEW
1.50
SUM
708k
81
modules_viewed
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
24
(<1%)
ZEROES:
29,380
(82%)
MAX
24.0
95%
4.0
Q3
0.0
AVG
0.6
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
24.0
IQR
0.00
STD
1.92
VAR
3.68
KURT.
30.6
SKEW
4.89
SUM
22,037
82
modules_participated
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
83
percent_modules_viewed_interacciones_de_estudiantes
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
239
(<1%)
ZEROES:
29,380
(82%)
MAX
0.786
95%
0.188
Q3
0.000
AVG
0.028
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.786
IQR
0.00
STD
0.082
VAR
0.007
KURT.
20.8
SKEW
4.21
SUM
989
84
percent_modules_participated
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
51
(<1%)
ZEROES:
35,176
(98%)
MAX
0.400
95%
0.000
Q3
0.000
AVG
0.001
MEDIAN
0.000
Q1
0.000
5%
0.000
MIN
0.000
RANGE
0.400
IQR
0.00
STD
0.012
VAR
1.48e-4
KURT.
361
SKEW
15.9
SUM
46.7
85
median_views_per_module
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
86
std_views_per_module
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
274
(<1%)
ZEROES:
29,380
(82%)
MAX
10.2
95%
0.9
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
10.2
IQR
0.00
STD
0.511
VAR
0.261
KURT.
82.5
SKEW
7.33
SUM
5,375
87
std_interactions_per_module
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
93
(<1%)
ZEROES:
35,176
(98%)
MAX
4.69
95%
0.00
Q3
0.00
AVG
0.02
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
4.69
IQR
0.00
STD
0.156
VAR
0.024
KURT.
264
SKEW
13.9
SUM
623
88
interaction_to_view_ratio
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
104
(<1%)
ZEROES:
35,176
(98%)
MAX
13.0
95%
0.0
Q3
0.0
AVG
0.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
13.0
IQR
0.00
STD
0.133
VAR
0.018
KURT.
7,538
SKEW
78.7
SUM
273
89
log_total_views
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
61
(<1%)
ZEROES:
29,380
(82%)
MAX
4.79
95%
2.20
Q3
0.00
AVG
0.31
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
4.79
IQR
0.00
STD
0.749
VAR
0.561
KURT.
6.12
SKEW
2.60
SUM
11,017
90
iqr_views
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
20
(<1%)
ZEROES:
34,599
(96%)
MAX
9.00
95%
0.00
Q3
0.00
AVG
0.04
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
9.00
IQR
0.00
STD
0.288
VAR
0.083
KURT.
282
SKEW
13.2
SUM
1,520
91
skew_views
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
1,416
(4%)
ZEROES:
14
(<1%)
MAX
7.88
95%
5.09
Q3
3.61
MEDIAN
3.30
AVG
3.09
Q1
2.27
5%
1.15
MIN
-0.08
RANGE
7.95
IQR
1.35
STD
1.17
VAR
1.36
KURT.
0.651
SKEW
0.240
SUM
111k
92
relative_views_percentile
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
210
(<1%)
ZEROES:
---
MAX
100.0
95%
94.4
Q3
53.3
AVG
53.6
MEDIAN
52.3
Q1
46.9
5%
32.4
MIN
4.5
RANGE
95.5
IQR
6.45
STD
16.3
VAR
264
KURT.
2.42
SKEW
1.26
SUM
1.9M
93
zscore_views
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
1,317
(4%)
ZEROES:
12,924
(36%)
MAX
4.69
95%
1.81
Q3
0.00
AVG
0.02
MEDIAN
-0.17
Q1
-0.33
5%
-0.59
MIN
-1.73
RANGE
6.43
IQR
0.325
STD
0.799
VAR
0.638
KURT.
11.2
SKEW
3.18
SUM
677
94
zscore_interactions
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
167
(<1%)
ZEROES:
32,886
(92%)
MAX
4.25
95%
0.00
Q3
0.00
AVG
0.00
MEDIAN
0.00
Q1
0.00
5%
-0.26
MIN
-1.23
RANGE
5.48
IQR
0.00
STD
0.281
VAR
0.079
KURT.
92.8
SKEW
8.06
SUM
7.83
95
teacher_sede_0
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
96
teacher_rol_adicional_0
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
97
teacher_rol_adicional_1
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
98
teacher_rol_adicional_2
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
99
teacher_nivel_educativo_0
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
100
teacher_nivel_educativo_1
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
101
teacher_nivel_educativo_2
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
102
teacher_total_subjects
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
6
(<1%)
103
teacher_total_hours
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
30
(<1%)
ZEROES:
---
MAX
44.0
95%
42.0
Q3
28.0
MEDIAN
24.0
AVG
23.8
Q1
21.0
5%
9.0
MIN
2.0
RANGE
42.0
IQR
7.00
STD
8.28
VAR
68.6
KURT.
0.393
SKEW
-0.090
SUM
854k
104
teacher_unique_students_count
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
28
(<1%)
ZEROES:
---
MAX
189
95%
189
Q3
179
AVG
127
MEDIAN
113
Q1
85
5%
67
MIN
24
RANGE
165
IQR
94.0
STD
46.4
VAR
2,150
KURT.
-1.36
SKEW
0.032
SUM
4.6M
105
teacher_age
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
19
(<1%)
ZEROES:
---
MAX
43.0
95%
36.0
Q3
30.0
AVG
26.2
MEDIAN
25.0
Q1
23.0
5%
21.0
MIN
19.0
RANGE
24.0
IQR
7.00
STD
4.77
VAR
22.7
KURT.
1.20
SKEW
1.08
SUM
942k
106
teacher_experiencia_ficc_percentil
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
107
teacher_experiencia_total_percentil
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
15
(<1%)
ZEROES:
---
MAX
100.0
95%
89.4
Q3
74.0
MEDIAN
51.0
AVG
48.7
Q1
21.2
5%
6.7
MIN
6.7
RANGE
93.3
IQR
52.9
STD
28.7
VAR
823
KURT.
-1.35
SKEW
-0.032
SUM
1.7M
108
teacher_experiencia_nivel_ficc
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
19
(<1%)
ZEROES:
---
MAX
30.8
95%
29.4
Q3
18.0
MEDIAN
16.6
AVG
16.0
Q1
15.9
5%
2.6
MIN
1.2
RANGE
29.7
IQR
2.10
STD
8.02
VAR
64.4
KURT.
-0.346
SKEW
-0.136
SUM
574k
109
resultado
VALUES:
35,893
(100%)
MISSING:
---
DISTINCT:
97
(<1%)
ZEROES:
---
MAX
100.0
95%
98.0
Q3
92.0
MEDIAN
88.0
AVG
86.1
Q1
82.0
5%
70.0
MIN
8.0
RANGE
92.0
IQR
10.0
STD
9.11
VAR
83.0
KURT.
4.97
SKEW
-1.53
SUM
3.1M
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
year
MISSING:
---
TOP CATEGORIES
2024
28,825
80%
2025
7,068
20%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
year
PROVIDES INFORMATION ON...
teacher_rol_adicional_0
0.29
period
0.16
año_ingreso
0.09
teacher_total_subjects
0.07
país_origen_0
0.04
teacher_experiencia_ficc_percentil
0.04
median_interactions_per_student
0.03
jornada_preferida_0
0.03
dia_preferido_0
0.02
dia_preferido_2
0.02
count_in_english
0.02
percent_in_english
0.02
teacher_nivel_educativo_2
0.02
intensidad
0.01

THESE FEATURES
GIVE INFORMATION
ON year:
period
0.43
teacher_total_subjects
0.21
teacher_experiencia_ficc_percentil
0.11
año_ingreso
0.11
intensidad
0.04
teacher_rol_adicional_0
0.03
dia_preferido_0
0.03
dia_preferido_2
0.03
median_interactions_per_student
0.02
teacher_nivel_educativo_2
0.02
familia_1
0.02
actividades_extracurriculares_3
0.01
proyección_vocacional_3
0.01
actividades_extracurriculares_2
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
year
CORRELATION RATIO WITH...
max_days_since_creation
0.56
days_before_start
0.52
teacher_total_hours
0.35
id_docente
0.30
teacher_age
0.25
avg_days_since_creation
0.23
median_days_since_last_update
0.19
median_days_since_creation
0.19
count_login
0.15
teacher_experiencia_total_percentil
0.14
teacher_total_views
0.14
students_viewed_least_module
0.13
teacher_experiencia_nivel_ficc
0.13
avg_views_per_student
0.11
año_ingreso
MISSING:
---
TOP CATEGORIES
2023
28,195
79%
2024
6,561
18%
2025
1,109
3%
2019
28
<1%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
año_ingreso
PROVIDES INFORMATION ON...
year
0.11
teacher_rol_adicional_0
0.05
nee_0
0.05
país_origen_1
0.04
país_origen_2
0.04
país_origen_0
0.03
jornada_preferida_0
0.03
demuestra_confianza_1
0.03
period
0.02
demuestra_confianza_2
0.02
demuestra_confianza_0
0.01
median_views_per_module
0.01
teacher_total_subjects
0.01
medio_transporte_0
0.01

THESE FEATURES
GIVE INFORMATION
ON año_ingreso:
year
0.09
period
0.05
demuestra_confianza_1
0.03
teacher_total_subjects
0.03
demuestra_confianza_2
0.02
familia_1
0.01
teacher_experiencia_ficc_percentil
0.01
género_0
0.01
nee_0
0.01
demuestra_confianza_0
0.01
familia_2
0.01
dia_preferido_2
0.01
nivel_motivación_1
0.01
proyección_vocacional_3
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
año_ingreso
CORRELATION RATIO WITH...
days_before_start
0.23
max_days_since_creation
0.21
teacher_total_hours
0.15
id_docente
0.09
avg_days_since_creation
0.08
estrato
0.08
num_students
0.07
teacher_age
0.07
relative_views_percentile
0.07
median_days_since_creation
0.07
zscore_views
0.06
std_views_per_module
0.06
students_viewed_least_module
0.06
teacher_unique_students_count
0.05
género_0
MISSING:
---
TOP CATEGORIES
1
21,095
59%
0
14,798
41%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
género_0
PROVIDES INFORMATION ON...
país_origen_2
0.14
país_origen_0
0.11
proyección_vocacional_2
0.06
actividades_extracurriculares_3
0.03
actividades_extracurriculares_2
0.03
proyección_vocacional_3
0.02
actividades_extracurriculares_1
0.02
nivel_motivación_1
0.01
apoyo_familiar_0
0.01
interés_estudios_superiores_0
0.01
familia_0
0.01
zona_vivienda_0
0.01
tipo_vivienda_1
0.01
percent_in_english
0.01

THESE FEATURES
GIVE INFORMATION
ON género_0:
proyección_vocacional_2
0.06
actividades_extracurriculares_3
0.03
actividades_extracurriculares_2
0.03
proyección_vocacional_3
0.02
nivel_motivación_1
0.01
apoyo_familiar_0
0.01
tipo_vivienda_1
0.01
actividades_extracurriculares_1
0.01
año_ingreso
0.01
nivel_motivación_0
0.01
país_origen_2
0.01
demuestra_confianza_1
0.00
zona_vivienda_0
0.00
familia_0
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
género_0
CORRELATION RATIO WITH...
resultado
0.13
percent_updated
0.04
total_hermanos
0.04
avg_interactions_per_student
0.04
num_students
0.03
median_views_per_student
0.03
max_days_since_creation
0.03
median_days_since_last_update
0.02
days_before_start
0.02
horas_semana_estudio_casa
0.02
teacher_age
0.02
num_modules_updated
0.02
edad_estudiante
0.02
id_most_late_opened_module
0.02
demuestra_confianza_0
MISSING:
---
TOP CATEGORIES
0
32,229
90%
1
3,664
10%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
demuestra_confianza_0
PROVIDES INFORMATION ON...
demuestra_confianza_1
0.15
demuestra_confianza_2
0.09
nivel_motivación_1
0.07
teacher_sede_0
0.03
tipo_vivienda_1
0.03
nee_0
0.02
país_origen_1
0.02
proyección_vocacional_1
0.02
país_origen_2
0.02
participación_clase_1
0.02
país_origen_0
0.01
jornada_preferida_0
0.01
teacher_nivel_educativo_0
0.01
apoyo_familiar_1
0.01

THESE FEATURES
GIVE INFORMATION
ON demuestra_confianza_0:
demuestra_confianza_1
0.30
demuestra_confianza_2
0.17
nivel_motivación_1
0.13
teacher_sede_0
0.06
tipo_vivienda_1
0.05
proyección_vocacional_1
0.03
participación_clase_1
0.03
apoyo_familiar_1
0.02
teacher_nivel_educativo_0
0.01
año_ingreso
0.01
nivel_motivación_0
0.01
apoyo_familiar_0
0.01
proyección_vocacional_3
0.01
nee_0
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
demuestra_confianza_0
CORRELATION RATIO WITH...
resultado
0.16
teacher_unique_students_count
0.11
num_students
0.09
min_days_since_creation
0.08
num_teacher_views_before_planned_start_date
0.07
teacher_total_views
0.07
num_modules_updated
0.07
estrato
0.07
id_docente
0.06
median_days_since_last_update
0.06
total_modules
0.05
id_most_late_opened_module
0.04
avg_days_since_creation
0.04
teacher_experiencia_nivel_ficc
0.04
demuestra_confianza_1
MISSING:
---
TOP CATEGORIES
1
21,084
59%
0
14,809
41%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
demuestra_confianza_1
PROVIDES INFORMATION ON...
demuestra_confianza_0
0.30
nivel_motivación_1
0.23
país_origen_1
0.09
país_origen_2
0.08
país_origen_0
0.07
medio_transporte_0
0.06
nivel_motivación_0
0.06
participación_clase_1
0.06
demuestra_confianza_2
0.03
año_ingreso
0.03
teacher_sede_0
0.02
participación_clase_0
0.02
tipo_vivienda_1
0.02
apoyo_familiar_1
0.01

THESE FEATURES
GIVE INFORMATION
ON demuestra_confianza_1:
nivel_motivación_1
0.23
demuestra_confianza_0
0.15
participación_clase_1
0.06
nivel_motivación_0
0.05
demuestra_confianza_2
0.03
año_ingreso
0.03
teacher_sede_0
0.02
participación_clase_0
0.02
tipo_vivienda_1
0.02
apoyo_familiar_1
0.01
medio_transporte_0
0.01
actividades_extracurriculares_1
0.01
familia_2
0.01
país_origen_1
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
demuestra_confianza_1
CORRELATION RATIO WITH...
resultado
0.20
teacher_unique_students_count
0.13
count_login
0.12
estrato
0.10
num_students
0.08
min_days_since_creation
0.07
teacher_total_views
0.07
median_days_since_last_update
0.07
num_teacher_views_before_planned_start_date
0.06
total_modules
0.06
num_modules_updated
0.06
students_viewed_least_module
0.06
skew_views
0.05
percent_collaboration
0.04
demuestra_confianza_2
MISSING:
---
TOP CATEGORIES
1
24,965
70%
0
10,928
30%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
demuestra_confianza_2
PROVIDES INFORMATION ON...
demuestra_confianza_0
0.17
país_origen_0
0.15
país_origen_1
0.06
nivel_motivación_0
0.05
nee_0
0.03
demuestra_confianza_1
0.03
participación_clase_0
0.02
nivel_motivación_1
0.02
año_ingreso
0.02
participación_clase_1
0.02
medio_transporte_0
0.01
medio_transporte_1
0.01
medio_transporte_2
0.01
proyección_vocacional_1
0.01

THESE FEATURES
GIVE INFORMATION
ON demuestra_confianza_2:
demuestra_confianza_0
0.09
nivel_motivación_0
0.05
demuestra_confianza_1
0.03
participación_clase_0
0.03
nivel_motivación_1
0.02
año_ingreso
0.02
participación_clase_1
0.02
medio_transporte_1
0.01
proyección_vocacional_1
0.01
interés_estudios_superiores_1
0.01
medio_transporte_2
0.01
jornada_preferida_2
0.01
nee_0
0.01
tipo_vivienda_1
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
demuestra_confianza_2
CORRELATION RATIO WITH...
count_login
0.10
teacher_unique_students_count
0.09
resultado
0.07
edad_estudiante
0.05
total_hermanos
0.04
num_students
0.04
teacher_experiencia_total_percentil
0.03
estrato
0.03
median_days_since_last_update
0.03
percent_modules_participated
0.03
std_interactions_per_module
0.03
teacher_total_views
0.03
student_total_interactions
0.03
percent_students_interacted
0.03
país_origen_0
MISSING:
---
TOP CATEGORIES
0
35,850
>99%
1
43
<1%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
país_origen_0
PROVIDES INFORMATION ON...
país_origen_2
0.20
proyección_vocacional_0
0.01
apoyo_familiar_0
0.00
familia_2
0.00
apoyo_familiar_1
0.00
interés_estudios_superiores_1
0.00
demuestra_confianza_2
0.00
tipo_vivienda_1
0.00
proyección_vocacional_3
0.00
familia_1
0.00
género_0
0.00
median_interactions_per_student
0.00
participación_clase_1
0.00
nivel_motivación_1
0.00

THESE FEATURES
GIVE INFORMATION
ON país_origen_0:
país_origen_2
0.70
proyección_vocacional_0
0.27
apoyo_familiar_0
0.21
familia_2
0.19
apoyo_familiar_1
0.18
interés_estudios_superiores_1
0.17
demuestra_confianza_2
0.15
tipo_vivienda_1
0.15
proyección_vocacional_3
0.13
familia_1
0.13
género_0
0.11
participación_clase_1
0.10
nivel_motivación_1
0.07
period
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
país_origen_0
CORRELATION RATIO WITH...
avg_interactions_per_student
0.04
avg_views_per_student
0.04
num_students
0.04
median_views_per_student
0.03
estrato
0.03
max_days_since_creation
0.03
total_hermanos
0.02
total_modules
0.02
teacher_total_views
0.02
resultado
0.02
min_days_since_creation
0.02
avg_days_since_creation
0.02
num_teacher_views_before_planned_start_date
0.02
teacher_unique_students_count
0.02
país_origen_1
MISSING:
---
TOP CATEGORIES
0
35,611
>99%
1
282
<1%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
país_origen_1
PROVIDES INFORMATION ON...
país_origen_2
0.54
zona_vivienda_0
0.02
tipo_vivienda_1
0.01
familia_1
0.01
actividades_extracurriculares_3
0.01
proyección_vocacional_0
0.01
actividades_extracurriculares_1
0.01
enfermedades_0
0.01
participación_clase_1
0.01
nivel_motivación_1
0.01
demuestra_confianza_1
0.01
participación_clase_0
0.01
actividades_extracurriculares_2
0.01
teacher_sede_0
0.00

THESE FEATURES
GIVE INFORMATION
ON país_origen_1:
país_origen_2
0.37
tipo_vivienda_1
0.20
familia_1
0.17
actividades_extracurriculares_3
0.16
participación_clase_1
0.14
zona_vivienda_0
0.11
nivel_motivación_1
0.09
demuestra_confianza_1
0.09
participación_clase_0
0.09
proyección_vocacional_0
0.08
enfermedades_0
0.08
actividades_extracurriculares_1
0.07
actividades_extracurriculares_2
0.07
teacher_sede_0
0.07

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
país_origen_1
CORRELATION RATIO WITH...
num_students
0.06
edad_estudiante
0.05
id_docente
0.04
num_teacher_views_before_planned_start_date
0.03
resultado
0.03
id_most_late_opened_module
0.03
zscore_interactions
0.03
teacher_total_views
0.03
teacher_experiencia_total_percentil
0.03
teacher_total_updates
0.03
num_modules_updated
0.03
students_viewed_least_module
0.03
teacher_experiencia_nivel_ficc
0.02
min_days_since_creation
0.02
país_origen_2
MISSING:
---
TOP CATEGORIES
1
35,712
>99%
0
181
<1%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
país_origen_2
PROVIDES INFORMATION ON...
país_origen_0
0.70
país_origen_1
0.37
actividades_extracurriculares_1
0.02
tipo_vivienda_1
0.01
familia_1
0.01
género_0
0.01
participación_clase_1
0.01
nivel_motivación_1
0.00
demuestra_confianza_1
0.00
participación_clase_0
0.00
proyección_vocacional_2
0.00
actividades_extracurriculares_2
0.00
teacher_sede_0
0.00
proyección_vocacional_1
0.00

THESE FEATURES
GIVE INFORMATION
ON país_origen_2:
país_origen_1
0.54
país_origen_0
0.20
tipo_vivienda_1
0.18
actividades_extracurriculares_1
0.18
familia_1
0.16
género_0
0.14
participación_clase_1
0.13
nivel_motivación_1
0.09
demuestra_confianza_1
0.08
participación_clase_0
0.08
proyección_vocacional_2
0.07
actividades_extracurriculares_2
0.06
teacher_sede_0
0.06
proyección_vocacional_1
0.06

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
país_origen_2
CORRELATION RATIO WITH...
num_students
0.10
total_hermanos
0.05
id_most_late_opened_module
0.03
teacher_total_views
0.03
total_modules
0.03
min_days_since_creation
0.03
edad_estudiante
0.03
num_teacher_views_before_planned_start_date
0.02
id_docente
0.02
resultado
0.02
teacher_experiencia_total_percentil
0.02
teacher_experiencia_nivel_ficc
0.02
num_modules_updated
0.02
teacher_total_updates
0.02
estrato
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
count_login
-0.20
edad_estudiante
-0.19
teacher_unique_students_count
-0.12
num_teacher_views_before_planned_start_date
0.11
num_modules_updated
0.10
id_least_viewed_module
-0.10
total_hermanos
0.09
teacher_total_updates
0.09
num_students
-0.09
teacher_total_views
0.09
id_docente
0.09
students_viewed_least_module
-0.08
total_modules
0.07
median_days_since_last_update
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_sede_0
0.21
proyección_vocacional_0
0.16
actividades_extracurriculares_1
0.14
zona_vivienda_0
0.14
actividades_extracurriculares_3
0.13
proyección_vocacional_2
0.12
interés_estudios_superiores_1
0.10
nivel_motivación_1
0.10
teacher_nivel_educativo_0
0.10
demuestra_confianza_1
0.10
proyección_vocacional_3
0.09
tipo_vivienda_1
0.08
period
0.08
jornada_preferida_2
0.08
MOST FREQUENT VALUES
3.0
15,579
43.4%
4.0
6,548
18.2%
2.0
5,185
14.4%
5.0
1,901
5.3%
3.2
714
2.0%
3.8
695
1.9%
1.0
660
1.8%
3.4
623
1.7%
3.6
556
1.5%
2.8
545
1.5%
6.0
529
1.5%
2.6
439
1.2%
3.173381855991682
399
1.1%
4.2
242
0.7%
2.4
212
0.6%
SMALLEST VALUES
1.0
660
1.8%
1.2
12
<0.1%
1.4
11
<0.1%
1.6
110
0.3%
1.8
34
<0.1%
2.0
5,185
14.4%
2.2
203
0.6%
2.4
212
0.6%
2.6
439
1.2%
2.8
545
1.5%
3.0
15,579
43.4%
3.173381855991682
399
1.1%
3.2
714
2.0%
3.4
623
1.7%
3.6
556
1.5%
LARGEST VALUES
6.0
529
1.5%
5.6
44
0.1%
5.4
108
0.3%
5.2
90
0.3%
5.0
1,901
5.3%
4.8
142
0.4%
4.6
142
0.4%
4.4
170
0.5%
4.2
242
0.7%
4.0
6,548
18.2%
3.8
695
1.9%
3.6
556
1.5%
3.4
623
1.7%
3.2
714
2.0%
3.173381855991682
399
1.1%
tipo_vivienda_1
MISSING:
---
TOP CATEGORIES
1
24,560
68%
0
11,333
32%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
tipo_vivienda_1
PROVIDES INFORMATION ON...
país_origen_1
0.20
país_origen_2
0.18
país_origen_0
0.15
demuestra_confianza_0
0.05
jornada_preferida_0
0.05
proyección_vocacional_3
0.04
teacher_sede_0
0.03
proyección_vocacional_2
0.02
median_interactions_per_student
0.02
familia_1
0.02
nivel_motivación_1
0.02
zona_vivienda_0
0.02
demuestra_confianza_1
0.02
apoyo_familiar_0
0.02

THESE FEATURES
GIVE INFORMATION
ON tipo_vivienda_1:
proyección_vocacional_3
0.04
teacher_sede_0
0.03
demuestra_confianza_0
0.03
proyección_vocacional_2
0.02
nivel_motivación_1
0.02
familia_1
0.02
demuestra_confianza_1
0.02
país_origen_1
0.01
proyección_vocacional_1
0.01
apoyo_familiar_0
0.01
nivel_motivación_0
0.01
actividades_extracurriculares_3
0.01
median_interactions_per_student
0.01
género_0
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
tipo_vivienda_1
CORRELATION RATIO WITH...
num_students
0.16
teacher_unique_students_count
0.12
median_days_since_last_update
0.09
estrato
0.08
teacher_total_views
0.08
avg_interactions_per_student
0.07
min_days_since_creation
0.06
resultado
0.06
num_teacher_views_before_planned_start_date
0.06
horas_semana_estudio_casa
0.06
id_most_late_opened_module
0.06
id_docente
0.06
total_modules
0.06
total_hermanos
0.05
zona_vivienda_0
MISSING:
---
TOP CATEGORIES
0
32,822
91%
1
3,071
9%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
zona_vivienda_0
PROVIDES INFORMATION ON...
país_origen_1
0.11
teacher_sede_0
0.03
medio_transporte_0
0.02
enfermedades_0
0.02
país_origen_2
0.01
interés_estudios_superiores_0
0.01
interés_estudios_superiores_1
0.01
proyección_vocacional_0
0.01
país_origen_0
0.01
jornada_preferida_0
0.01
teacher_nivel_educativo_0
0.01
proyección_vocacional_3
0.01
proyección_vocacional_2
0.01
tipo_vivienda_1
0.01

THESE FEATURES
GIVE INFORMATION
ON zona_vivienda_0:
teacher_sede_0
0.06
interés_estudios_superiores_1
0.03
proyección_vocacional_3
0.02
enfermedades_0
0.02
proyección_vocacional_2
0.02
tipo_vivienda_1
0.02
país_origen_1
0.02
teacher_nivel_educativo_0
0.02
proyección_vocacional_0
0.02
familia_1
0.01
jornada_preferida_1
0.01
género_0
0.01
actividades_extracurriculares_1
0.01
jornada_preferida_2
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
zona_vivienda_0
CORRELATION RATIO WITH...
estrato
0.14
count_login
0.14
edad_estudiante
0.11
teacher_unique_students_count
0.09
num_teacher_views_before_planned_start_date
0.08
num_modules_updated
0.08
teacher_total_views
0.07
num_students
0.07
total_modules
0.07
min_days_since_creation
0.06
id_docente
0.06
teacher_total_updates
0.06
students_viewed_least_module
0.04
id_asignatura
0.04
horas_semana_estudio_casa
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
count_login
-0.06
edad_estudiante
-0.06
teacher_total_updates
0.06
percent_interactive
0.05
num_students
-0.04
total_hermanos
-0.04
estrato
0.03
avg_views_per_student
-0.03
id_least_viewed_module
-0.03
resultado
0.03
relative_views_percentile
-0.02
avg_interactions_per_student
-0.02
skew_views
0.02
zscore_views
-0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
familia_2
0.10
proyección_vocacional_2
0.07
jornada_preferida_1
0.07
familia_1
0.06
jornada_preferida_2
0.06
tipo_vivienda_1
0.06
teacher_experiencia_ficc_percentil
0.06
proyección_vocacional_3
0.05
nivel_motivación_0
0.04
nivel_motivación_1
0.04
period
0.04
demuestra_confianza_1
0.04
dia_preferido_1
0.04
actividades_extracurriculares_3
0.03
MOST FREQUENT VALUES
0.0
11,600
32.3%
1.0
6,288
17.5%
2.0
5,197
14.5%
3.0
2,204
6.1%
5.0
1,599
4.5%
4.0
1,410
3.9%
6.0
593
1.7%
0.6
555
1.5%
0.8
470
1.3%
0.2
463
1.3%
30.0
406
1.1%
3.939212373277879
399
1.1%
0.4
387
1.1%
1.2
362
1.0%
7.0
342
1.0%
SMALLEST VALUES
0.0
11,600
32.3%
0.2
463
1.3%
0.25
158
0.4%
0.3
279
0.8%
0.4
387
1.1%
0.5
18
<0.1%
0.6
555
1.5%
0.7
7
<0.1%
0.8
470
1.3%
1.0
6,288
17.5%
1.05
8
<0.1%
1.2
362
1.0%
1.4
250
0.7%
1.5
29
<0.1%
1.6
276
0.8%
LARGEST VALUES
625.0
76
0.2%
250.2
3
<0.1%
68.0
122
0.3%
54.4
9
<0.1%
40.8
26
<0.1%
30.0
406
1.1%
27.4
10
<0.1%
24.0
92
0.3%
20.0
128
0.4%
18.4
16
<0.1%
18.0
135
0.4%
12.0
138
0.4%
10.0
175
0.5%
9.0
121
0.3%
8.2
14
<0.1%
interés_estudios_superiores_0
MISSING:
---
TOP CATEGORIES
1
34,386
96%
0
1,507
4%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
interés_estudios_superiores_0
PROVIDES INFORMATION ON...
interés_estudios_superiores_1
0.09
participación_clase_1
0.02
apoyo_familiar_0
0.01
medio_transporte_0
0.01
zona_vivienda_0
0.01
país_origen_1
0.01
participación_clase_0
0.01
país_origen_2
0.01
enfermedades_0
0.01
nivel_motivación_1
0.01
proyección_vocacional_2
0.01
país_origen_0
0.01
jornada_preferida_0
0.01
count_in_english
0.00

THESE FEATURES
GIVE INFORMATION
ON interés_estudios_superiores_0:
interés_estudios_superiores_1
0.32
participación_clase_1
0.07
apoyo_familiar_0
0.03
participación_clase_0
0.03
nivel_motivación_1
0.02
proyección_vocacional_2
0.02
apoyo_familiar_1
0.01
nivel_motivación_0
0.01
zona_vivienda_0
0.01
género_0
0.01
enfermedades_0
0.01
medio_transporte_1
0.01
medio_transporte_2
0.01
proyección_vocacional_1
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
interés_estudios_superiores_0
CORRELATION RATIO WITH...
edad_estudiante
0.13
total_hermanos
0.09
id_asignatura
0.05
resultado
0.04
estrato
0.03
teacher_total_updates
0.03
count_login
0.03
avg_interactions_per_student
0.03
percent_updated
0.03
days_before_start
0.03
num_modules_updated
0.02
student_total_interactions
0.02
std_interactions_per_module
0.02
num_teacher_views_before_planned_start_date
0.02
interés_estudios_superiores_1
MISSING:
---
TOP CATEGORIES
0
25,908
72%
1
9,985
28%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
interés_estudios_superiores_1
PROVIDES INFORMATION ON...
interés_estudios_superiores_0
0.32
país_origen_0
0.17
jornada_preferida_0
0.04
familia_0
0.04
participación_clase_1
0.03
actividades_extracurriculares_2
0.03
zona_vivienda_0
0.03
actividades_extracurriculares_3
0.02
país_origen_1
0.02
median_interactions_per_student
0.02
proyección_vocacional_2
0.01
percent_in_english
0.01
count_in_english
0.01
medio_transporte_2
0.01

THESE FEATURES
GIVE INFORMATION
ON interés_estudios_superiores_1:
interés_estudios_superiores_0
0.09
participación_clase_1
0.04
actividades_extracurriculares_2
0.03
actividades_extracurriculares_3
0.03
familia_0
0.02
zona_vivienda_0
0.01
proyección_vocacional_2
0.01
participación_clase_0
0.01
familia_1
0.01
teacher_sede_0
0.01
median_interactions_per_student
0.01
tipo_vivienda_1
0.01
medio_transporte_2
0.01
demuestra_confianza_2
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
interés_estudios_superiores_1
CORRELATION RATIO WITH...
num_students
0.12
estrato
0.10
teacher_unique_students_count
0.08
median_days_since_last_update
0.05
total_hermanos
0.05
max_days_since_creation
0.05
avg_interactions_per_student
0.05
skew_views
0.05
teacher_total_views
0.04
num_teacher_views_before_planned_start_date
0.04
resultado
0.04
total_modules
0.04
students_viewed_least_module
0.04
percent_updated
0.04
medio_transporte_0
MISSING:
---
TOP CATEGORIES
0
35,249
98%
1
644
2%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
medio_transporte_0
PROVIDES INFORMATION ON...
medio_transporte_2
0.04
teacher_sede_0
0.03
nivel_motivación_0
0.01
familia_2
0.01
medio_transporte_1
0.01
demuestra_confianza_1
0.01
teacher_nivel_educativo_0
0.01
enfermedades_0
0.01
zona_vivienda_0
0.01
familia_0
0.01
percent_in_english
0.00
interés_estudios_superiores_0
0.00
count_in_english
0.00
nee_0
0.00

THESE FEATURES
GIVE INFORMATION
ON medio_transporte_0:
teacher_sede_0
0.23
medio_transporte_2
0.20
nivel_motivación_0
0.07
demuestra_confianza_1
0.06
familia_2
0.05
medio_transporte_1
0.05
teacher_nivel_educativo_0
0.04
enfermedades_0
0.03
teacher_experiencia_ficc_percentil
0.03
zona_vivienda_0
0.02
actividades_extracurriculares_2
0.02
familia_0
0.02
familia_1
0.02
proyección_vocacional_3
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
medio_transporte_0
CORRELATION RATIO WITH...
teacher_unique_students_count
0.10
min_days_since_creation
0.09
teacher_total_views
0.08
num_students
0.07
id_docente
0.07
num_modules_updated
0.06
total_hermanos
0.06
num_teacher_views_before_planned_start_date
0.05
total_modules
0.05
avg_interactions_per_student
0.05
median_days_since_last_update
0.05
avg_days_since_creation
0.05
count_login
0.04
teacher_age
0.03
medio_transporte_1
MISSING:
---
TOP CATEGORIES
0
28,543
80%
1
7,350
20%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
medio_transporte_1
PROVIDES INFORMATION ON...
medio_transporte_2
0.72
teacher_sede_0
0.05
medio_transporte_0
0.05
país_origen_1
0.04
país_origen_2
0.04
país_origen_0
0.03
jornada_preferida_0
0.03
actividades_extracurriculares_1
0.02
teacher_nivel_educativo_0
0.02
nivel_motivación_1
0.01
familia_0
0.01
percent_in_english
0.01
nivel_motivación_0
0.01
interés_estudios_superiores_0
0.01

THESE FEATURES
GIVE INFORMATION
ON medio_transporte_1:
medio_transporte_2
0.71
teacher_sede_0
0.06
nivel_motivación_1
0.02
actividades_extracurriculares_1
0.02
teacher_nivel_educativo_0
0.01
nivel_motivación_0
0.01
demuestra_confianza_2
0.01
medio_transporte_0
0.01
familia_0
0.01
actividades_extracurriculares_2
0.01
familia_1
0.01
participación_clase_1
0.01
jornada_preferida_2
0.01
año_ingreso
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
medio_transporte_1
CORRELATION RATIO WITH...
teacher_unique_students_count
0.13
edad_estudiante
0.12
num_teacher_views_before_planned_start_date
0.10
teacher_total_views
0.10
min_days_since_creation
0.09
num_students
0.09
num_modules_updated
0.08
estrato
0.08
id_docente
0.08
total_modules
0.08
median_days_since_last_update
0.07
count_login
0.06
resultado
0.05
avg_days_since_creation
0.05
medio_transporte_2
MISSING:
---
TOP CATEGORIES
1
28,697
80%
0
7,196
20%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
medio_transporte_2
PROVIDES INFORMATION ON...
medio_transporte_1
0.71
medio_transporte_0
0.20
país_origen_1
0.04
país_origen_2
0.04
país_origen_0
0.03
jornada_preferida_0
0.03
teacher_sede_0
0.03
nivel_motivación_1
0.01
actividades_extracurriculares_1
0.01
teacher_nivel_educativo_0
0.01
interés_estudios_superiores_0
0.01
interés_estudios_superiores_1
0.01
nivel_motivación_0
0.01
familia_0
0.01

THESE FEATURES
GIVE INFORMATION
ON medio_transporte_2:
medio_transporte_1
0.72
medio_transporte_0
0.04
teacher_sede_0
0.04
nivel_motivación_1
0.02
teacher_nivel_educativo_0
0.01
interés_estudios_superiores_1
0.01
nivel_motivación_0
0.01
actividades_extracurriculares_1
0.01
demuestra_confianza_2
0.01
año_ingreso
0.01
demuestra_confianza_1
0.00
dia_preferido_0
0.00
familia_0
0.00
jornada_preferida_2
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
medio_transporte_2
CORRELATION RATIO WITH...
teacher_unique_students_count
0.10
num_students
0.09
edad_estudiante
0.09
num_teacher_views_before_planned_start_date
0.08
total_hermanos
0.07
num_modules_updated
0.07
teacher_total_views
0.07
min_days_since_creation
0.07
estrato
0.06
total_modules
0.06
id_docente
0.06
count_login
0.05
median_days_since_last_update
0.05
students_viewed_least_module
0.04
apoyo_familiar_0
MISSING:
---
TOP CATEGORIES
1
28,744
80%
0
7,149
20%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
apoyo_familiar_0
PROVIDES INFORMATION ON...
apoyo_familiar_1
0.66
país_origen_0
0.21
proyección_vocacional_3
0.07
país_origen_1
0.04
interés_estudios_superiores_0
0.03
jornada_preferida_0
0.03
proyección_vocacional_2
0.03
participación_clase_1
0.02
familia_1
0.01
tipo_vivienda_1
0.01
nivel_motivación_1
0.01
proyección_vocacional_1
0.01
median_interactions_per_student
0.01
género_0
0.01

THESE FEATURES
GIVE INFORMATION
ON apoyo_familiar_0:
apoyo_familiar_1
0.74
proyección_vocacional_3
0.09
proyección_vocacional_2
0.03
participación_clase_1
0.03
familia_1
0.02
nivel_motivación_1
0.02
tipo_vivienda_1
0.02
proyección_vocacional_1
0.01
género_0
0.01
dia_preferido_1
0.01
interés_estudios_superiores_0
0.01
nivel_motivación_0
0.01
demuestra_confianza_1
0.01
actividades_extracurriculares_1
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apoyo_familiar_0
CORRELATION RATIO WITH...
resultado
0.10
num_students
0.08
percent_updated
0.07
avg_interactions_per_student
0.05
num_modules_updated
0.05
relative_views_percentile
0.04
edad_estudiante
0.04
zscore_views
0.04
teacher_experiencia_total_percentil
0.04
teacher_total_hours
0.04
avg_views_per_student
0.03
log_total_views
0.03
id_least_viewed_module
0.03
max_days_since_creation
0.03
apoyo_familiar_1
MISSING:
---
TOP CATEGORIES
0
26,872
75%
1
9,021
25%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
apoyo_familiar_1
PROVIDES INFORMATION ON...
apoyo_familiar_0
0.74
país_origen_0
0.18
jornada_preferida_0
0.04
país_origen_1
0.03
proyección_vocacional_2
0.02
participación_clase_1
0.02
proyección_vocacional_3
0.02
nee_0
0.02
demuestra_confianza_0
0.02
interés_estudios_superiores_0
0.01
demuestra_confianza_1
0.01
dia_preferido_1
0.01
nivel_motivación_1
0.01
median_views_per_module
0.01

THESE FEATURES
GIVE INFORMATION
ON apoyo_familiar_1:
apoyo_familiar_0
0.66
participación_clase_1
0.03
proyección_vocacional_2
0.02
proyección_vocacional_3
0.02
demuestra_confianza_1
0.01
dia_preferido_1
0.01
nivel_motivación_1
0.01
demuestra_confianza_0
0.01
proyección_vocacional_1
0.01
teacher_total_subjects
0.01
año_ingreso
0.01
actividades_extracurriculares_1
0.01
tipo_vivienda_1
0.01
familia_1
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
apoyo_familiar_1
CORRELATION RATIO WITH...
num_students
0.13
resultado
0.11
edad_estudiante
0.10
percent_updated
0.07
teacher_unique_students_count
0.05
relative_views_percentile
0.05
zscore_views
0.04
avg_interactions_per_student
0.04
id_asignatura
0.04
teacher_experiencia_total_percentil
0.04
std_views_per_module
0.04
num_modules_updated
0.04
log_total_views
0.04
days_before_start
0.03
total_hermanos
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
estrato
0.09
teacher_unique_students_count
0.09
count_login
0.08
edad_estudiante
0.07
avg_interactions_per_student
0.07
avg_views_per_student
0.06
num_teacher_views_before_planned_start_date
-0.05
teacher_total_views
-0.05
min_days_since_creation
0.05
days_before_start
0.05
horas_semana_estudio_casa
-0.04
num_modules_updated
-0.04
students_viewed_least_module
-0.04
skew_views
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_sede_0
0.10
interés_estudios_superiores_0
0.09
familia_0
0.07
medio_transporte_2
0.07
familia_1
0.07
actividades_extracurriculares_2
0.07
medio_transporte_0
0.06
familia_2
0.05
tipo_vivienda_1
0.05
país_origen_2
0.05
año_ingreso
0.05
teacher_total_subjects
0.05
actividades_extracurriculares_1
0.05
interés_estudios_superiores_1
0.05
MOST FREQUENT VALUES
1.0
15,899
44.3%
0.0
6,132
17.1%
2.0
5,422
15.1%
3.0
2,123
5.9%
4.0
765
2.1%
1.8
700
2.0%
1.2
688
1.9%
1.6
551
1.5%
0.8
513
1.4%
0.6
446
1.2%
1.2777488952430465
399
1.1%
0.4
387
1.1%
0.2
349
1.0%
1.4
296
0.8%
2.2
291
0.8%
SMALLEST VALUES
0.0
6,132
17.1%
0.2
349
1.0%
0.4
387
1.1%
0.6
446
1.2%
0.8
513
1.4%
1.0
15,899
44.3%
1.2
688
1.9%
1.2777488952430465
399
1.1%
1.4
296
0.8%
1.6
551
1.5%
1.8
700
2.0%
2.0
5,422
15.1%
2.2
291
0.8%
2.4
220
0.6%
2.6
46
0.1%
LARGEST VALUES
8.0
149
0.4%
7.0
171
0.5%
6.8
5
<0.1%
6.2
56
0.2%
5.4
4
<0.1%
5.0
117
0.3%
4.2
5
<0.1%
4.0
765
2.1%
3.8
4
<0.1%
3.6
3
<0.1%
3.4
59
0.2%
3.2
56
0.2%
3.0
2,123
5.9%
2.8
37
0.1%
2.6
46
0.1%
familia_0
MISSING:
---
TOP CATEGORIES
0
33,004
92%
1
2,889
8%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
familia_0
PROVIDES INFORMATION ON...
jornada_preferida_0
0.11
familia_1
0.06
interés_estudios_superiores_1
0.02
nee_0
0.02
medio_transporte_0
0.02
país_origen_1
0.01
país_origen_2
0.01
país_origen_0
0.01
enfermedades_0
0.01
proyección_vocacional_3
0.01
median_interactions_per_student
0.01
medio_transporte_1
0.01
count_in_english
0.01
percent_in_english
0.01

THESE FEATURES
GIVE INFORMATION
ON familia_0:
familia_1
0.14
interés_estudios_superiores_1
0.04
proyección_vocacional_3
0.02
enfermedades_0
0.01
medio_transporte_1
0.01
género_0
0.01
median_interactions_per_student
0.01
actividades_extracurriculares_2
0.01
medio_transporte_2
0.01
participación_clase_1
0.01
nee_0
0.01
actividades_extracurriculares_3
0.01
año_ingreso
0.01
medio_transporte_0
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
familia_0
CORRELATION RATIO WITH...
num_students
0.14
edad_estudiante
0.09
total_hermanos
0.07
estrato
0.07
percent_updated
0.04
id_most_late_opened_module
0.04
id_asignatura
0.03
relative_views_percentile
0.03
avg_interactions_per_student
0.03
teacher_unique_students_count
0.03
teacher_total_updates
0.03
modules_viewed
0.03
median_days_since_last_update
0.03
horas_semana_estudio_casa
0.03
familia_1
MISSING:
---
TOP CATEGORIES
0
22,563
63%
1
13,330
37%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
familia_1
PROVIDES INFORMATION ON...
familia_2
0.35
país_origen_1
0.17
país_origen_2
0.16
familia_0
0.14
país_origen_0
0.13
proyección_vocacional_3
0.04
actividades_extracurriculares_2
0.04
actividades_extracurriculares_3
0.03
proyección_vocacional_2
0.03
median_interactions_per_student
0.02
actividades_extracurriculares_1
0.02
tipo_vivienda_1
0.02
proyección_vocacional_1
0.02
apoyo_familiar_0
0.02

THESE FEATURES
GIVE INFORMATION
ON familia_1:
familia_2
0.29
familia_0
0.06
proyección_vocacional_3
0.04
actividades_extracurriculares_2
0.04
actividades_extracurriculares_3
0.03
proyección_vocacional_2
0.02
tipo_vivienda_1
0.02
proyección_vocacional_1
0.02
apoyo_familiar_0
0.01
year
0.01
país_origen_1
0.01
actividades_extracurriculares_1
0.01
año_ingreso
0.01
median_interactions_per_student
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
familia_1
CORRELATION RATIO WITH...
num_students
0.10
total_hermanos
0.07
max_days_since_creation
0.07
median_days_since_last_update
0.06
horas_semana_estudio_casa
0.06
avg_interactions_per_student
0.05
teacher_unique_students_count
0.05
edad_estudiante
0.05
id_docente
0.05
skew_views
0.05
students_viewed_least_module
0.04
avg_days_since_creation
0.04
teacher_total_views
0.04
min_days_since_creation
0.04
familia_2
MISSING:
---
TOP CATEGORIES
1
27,369
76%
0
8,524
24%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
familia_2
PROVIDES INFORMATION ON...
familia_1
0.29
país_origen_0
0.19
medio_transporte_0
0.05
país_origen_1
0.03
actividades_extracurriculares_2
0.02
proyección_vocacional_3
0.02
teacher_sede_0
0.02
actividades_extracurriculares_3
0.01
median_interactions_per_student
0.01
enfermedades_0
0.01
jornada_preferida_0
0.01
year
0.01
tipo_vivienda_1
0.01
nee_0
0.01

THESE FEATURES
GIVE INFORMATION
ON familia_2:
familia_1
0.35
actividades_extracurriculares_2
0.03
proyección_vocacional_3
0.02
teacher_sede_0
0.02
actividades_extracurriculares_3
0.02
tipo_vivienda_1
0.01
year
0.01
medio_transporte_0
0.01
demuestra_confianza_1
0.01
enfermedades_0
0.01
año_ingreso
0.01
median_interactions_per_student
0.01
proyección_vocacional_2
0.01
dia_preferido_0
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
familia_2
CORRELATION RATIO WITH...
num_students
0.13
teacher_unique_students_count
0.10
horas_semana_estudio_casa
0.10
estrato
0.08
edad_estudiante
0.08
teacher_total_views
0.08
median_days_since_last_update
0.07
min_days_since_creation
0.07
id_docente
0.07
num_teacher_views_before_planned_start_date
0.07
skew_views
0.06
total_hermanos
0.05
avg_interactions_per_student
0.05
max_days_since_creation
0.05
actividades_extracurriculares_1
MISSING:
---
TOP CATEGORIES
0
31,708
88%
1
4,185
12%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
actividades_extracurriculares_1
PROVIDES INFORMATION ON...
país_origen_2
0.18
jornada_preferida_0
0.08
país_origen_1
0.07
actividades_extracurriculares_3
0.05
medio_transporte_1
0.02
proyección_vocacional_0
0.02
país_origen_0
0.02
nivel_motivación_0
0.01
proyección_vocacional_2
0.01
participación_clase_1
0.01
nivel_motivación_1
0.01
familia_1
0.01
zona_vivienda_0
0.01
medio_transporte_2
0.01

THESE FEATURES
GIVE INFORMATION
ON actividades_extracurriculares_1:
actividades_extracurriculares_3
0.09
participación_clase_1
0.03
proyección_vocacional_2
0.02
nivel_motivación_0
0.02
nivel_motivación_1
0.02
medio_transporte_1
0.02
familia_1
0.02
proyección_vocacional_0
0.02
género_0
0.02
país_origen_2
0.02
proyección_vocacional_3
0.01
demuestra_confianza_1
0.01
actividades_extracurriculares_2
0.01
medio_transporte_2
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
actividades_extracurriculares_1
CORRELATION RATIO WITH...
estrato
0.14
resultado
0.08
count_login
0.08
edad_estudiante
0.08
total_hermanos
0.05
avg_views_per_student
0.04
median_days_since_last_update
0.04
skew_views
0.04
num_teacher_views_before_planned_start_date
0.03
students_viewed_least_module
0.03
id_docente
0.03
id_least_viewed_module
0.02
median_views_per_student
0.02
student_total_views
0.02
actividades_extracurriculares_2
MISSING:
---
TOP CATEGORIES
0
23,932
67%
1
11,961
33%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
actividades_extracurriculares_2
PROVIDES INFORMATION ON...
actividades_extracurriculares_3
0.48
proyección_vocacional_1
0.09
país_origen_1
0.07
país_origen_2
0.06
proyección_vocacional_2
0.06
proyección_vocacional_3
0.06
país_origen_0
0.05
jornada_preferida_0
0.05
familia_1
0.04
interés_estudios_superiores_1
0.03
familia_2
0.03
género_0
0.03
enfermedades_0
0.02
participación_clase_1
0.02

THESE FEATURES
GIVE INFORMATION
ON actividades_extracurriculares_2:
actividades_extracurriculares_3
0.51
proyección_vocacional_1
0.09
proyección_vocacional_2
0.06
proyección_vocacional_3
0.06
familia_1
0.04
interés_estudios_superiores_1
0.03
género_0
0.03
familia_2
0.02
participación_clase_1
0.02
enfermedades_0
0.01
participación_clase_0
0.01
year
0.01
median_interactions_per_student
0.01
actividades_extracurriculares_1
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
actividades_extracurriculares_2
CORRELATION RATIO WITH...
num_students
0.19
total_hermanos
0.07
max_days_since_creation
0.06
median_days_since_last_update
0.06
teacher_unique_students_count
0.06
skew_views
0.05
estrato
0.04
teacher_total_views
0.04
avg_interactions_per_student
0.04
students_viewed_least_module
0.04
percent_updated
0.04
min_days_since_creation
0.04
teacher_total_hours
0.03
id_docente
0.03
actividades_extracurriculares_3
MISSING:
---
TOP CATEGORIES
1
21,958
61%
0
13,935
39%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
actividades_extracurriculares_3
PROVIDES INFORMATION ON...
actividades_extracurriculares_2
0.51
país_origen_1
0.16
proyección_vocacional_2
0.10
actividades_extracurriculares_1
0.09
proyección_vocacional_3
0.07
país_origen_0
0.06
proyección_vocacional_1
0.05
país_origen_2
0.05
familia_1
0.03
género_0
0.03
interés_estudios_superiores_1
0.03
median_interactions_per_student
0.02
enfermedades_0
0.02
proyección_vocacional_0
0.02

THESE FEATURES
GIVE INFORMATION
ON actividades_extracurriculares_3:
actividades_extracurriculares_2
0.48
proyección_vocacional_2
0.10
proyección_vocacional_3
0.07
actividades_extracurriculares_1
0.05
proyección_vocacional_1
0.05
familia_1
0.03
género_0
0.03
interés_estudios_superiores_1
0.02
familia_2
0.01
participación_clase_1
0.01
enfermedades_0
0.01
país_origen_1
0.01
proyección_vocacional_0
0.01
median_interactions_per_student
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
actividades_extracurriculares_3
CORRELATION RATIO WITH...
num_students
0.19
estrato
0.13
median_days_since_last_update
0.07
skew_views
0.06
max_days_since_creation
0.06
avg_interactions_per_student
0.05
teacher_unique_students_count
0.05
id_docente
0.04
num_teacher_views_before_planned_start_date
0.04
teacher_total_views
0.04
students_viewed_least_module
0.04
resultado
0.04
count_login
0.04
id_most_late_opened_module
0.04
enfermedades_0
MISSING:
---
TOP CATEGORIES
0
31,426
88%
1
4,467
12%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
enfermedades_0
PROVIDES INFORMATION ON...
país_origen_1
0.08
medio_transporte_0
0.03
zona_vivienda_0
0.02
país_origen_2
0.02
país_origen_0
0.02
jornada_preferida_0
0.02
familia_0
0.01
actividades_extracurriculares_2
0.01
interés_estudios_superiores_0
0.01
actividades_extracurriculares_3
0.01
proyección_vocacional_2
0.01
median_interactions_per_student
0.01
familia_2
0.01
familia_1
0.01

THESE FEATURES
GIVE INFORMATION
ON enfermedades_0:
actividades_extracurriculares_2
0.02
actividades_extracurriculares_3
0.02
zona_vivienda_0
0.02
proyección_vocacional_2
0.01
familia_1
0.01
familia_2
0.01
familia_0
0.01
país_origen_1
0.01
nivel_motivación_1
0.01
tipo_vivienda_1
0.01
interés_estudios_superiores_1
0.01
apoyo_familiar_0
0.01
median_interactions_per_student
0.01
medio_transporte_0
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
enfermedades_0
CORRELATION RATIO WITH...
num_students
0.05
resultado
0.04
max_days_since_creation
0.04
estrato
0.03
students_viewed_least_module
0.03
days_before_start
0.02
count_login
0.02
median_days_since_last_update
0.02
zscore_views
0.02
id_least_viewed_module
0.02
relative_views_percentile
0.02
teacher_experiencia_nivel_ficc
0.02
total_hermanos
0.01
log_total_views
0.01
proyección_vocacional_0
MISSING:
---
TOP CATEGORIES
0
31,517
88%
1
4,376
12%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
proyección_vocacional_0
PROVIDES INFORMATION ON...
país_origen_0
0.27
proyección_vocacional_2
0.08
jornada_preferida_0
0.08
país_origen_1
0.08
proyección_vocacional_1
0.08
nee_0
0.03
teacher_sede_0
0.02
actividades_extracurriculares_1
0.02
proyección_vocacional_3
0.02
zona_vivienda_0
0.02
median_interactions_per_student
0.01
actividades_extracurriculares_3
0.01
percent_in_english
0.01
count_in_english
0.01

THESE FEATURES
GIVE INFORMATION
ON proyección_vocacional_0:
proyección_vocacional_2
0.14
proyección_vocacional_1
0.13
teacher_sede_0
0.03
proyección_vocacional_3
0.03
actividades_extracurriculares_3
0.02
actividades_extracurriculares_1
0.02
zona_vivienda_0
0.01
país_origen_1
0.01
jornada_preferida_2
0.01
median_interactions_per_student
0.01
teacher_nivel_educativo_0
0.01
apoyo_familiar_1
0.01
nee_0
0.01
tipo_vivienda_1
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
proyección_vocacional_0
CORRELATION RATIO WITH...
estrato
0.16
edad_estudiante
0.13
count_login
0.10
teacher_unique_students_count
0.08
num_teacher_views_before_planned_start_date
0.08
median_days_since_last_update
0.07
skew_views
0.07
id_docente
0.07
teacher_total_views
0.07
avg_interactions_per_student
0.06
teacher_total_updates
0.06
id_asignatura
0.06
num_modules_updated
0.05
total_hermanos
0.05
proyección_vocacional_1
MISSING:
---
TOP CATEGORIES
0
25,185
70%
1
10,708
30%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
proyección_vocacional_1
PROVIDES INFORMATION ON...
proyección_vocacional_3
0.15
proyección_vocacional_0
0.13
actividades_extracurriculares_2
0.09
país_origen_1
0.06
país_origen_2
0.06
actividades_extracurriculares_3
0.05
país_origen_0
0.05
demuestra_confianza_0
0.03
proyección_vocacional_2
0.02
familia_1
0.02
median_interactions_per_student
0.02
apoyo_familiar_0
0.01
tipo_vivienda_1
0.01
median_views_per_module
0.01

THESE FEATURES
GIVE INFORMATION
ON proyección_vocacional_1:
proyección_vocacional_3
0.16
actividades_extracurriculares_2
0.09
proyección_vocacional_0
0.08
actividades_extracurriculares_3
0.05
proyección_vocacional_2
0.02
familia_1
0.02
demuestra_confianza_0
0.02
tipo_vivienda_1
0.01
apoyo_familiar_0
0.01
year
0.01
participación_clase_1
0.01
median_interactions_per_student
0.01
demuestra_confianza_2
0.01
apoyo_familiar_1
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
proyección_vocacional_1
CORRELATION RATIO WITH...
num_students
0.15
edad_estudiante
0.08
max_days_since_creation
0.06
percent_updated
0.06
days_before_start
0.06
teacher_total_hours
0.04
id_least_viewed_module
0.04
num_modules_updated
0.04
avg_views_per_student
0.03
avg_interactions_per_student
0.03
teacher_total_updates
0.03
median_days_since_last_update
0.03
count_login
0.03
zscore_views
0.03
proyección_vocacional_2
MISSING:
---
TOP CATEGORIES
0
24,406
68%
1
11,487
32%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
proyección_vocacional_2
PROVIDES INFORMATION ON...
proyección_vocacional_0
0.14
actividades_extracurriculares_3
0.10
país_origen_2
0.07
actividades_extracurriculares_2
0.06
género_0
0.06
país_origen_0
0.05
jornada_preferida_0
0.05
apoyo_familiar_0
0.03
familia_1
0.02
actividades_extracurriculares_1
0.02
apoyo_familiar_1
0.02
tipo_vivienda_1
0.02
interés_estudios_superiores_0
0.02
proyección_vocacional_3
0.02

THESE FEATURES
GIVE INFORMATION
ON proyección_vocacional_2:
actividades_extracurriculares_3
0.10
proyección_vocacional_0
0.08
género_0
0.06
actividades_extracurriculares_2
0.06
apoyo_familiar_0
0.03
familia_1
0.03
tipo_vivienda_1
0.02
apoyo_familiar_1
0.02
proyección_vocacional_3
0.02
proyección_vocacional_1
0.02
actividades_extracurriculares_1
0.01
participación_clase_1
0.01
participación_clase_0
0.01
interés_estudios_superiores_1
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
proyección_vocacional_2
CORRELATION RATIO WITH...
num_students
0.13
estrato
0.12
edad_estudiante
0.08
horas_semana_estudio_casa
0.07
avg_interactions_per_student
0.06
teacher_total_updates
0.06
percent_updated
0.05
max_days_since_creation
0.05
count_login
0.05
num_modules_updated
0.04
id_asignatura
0.04
id_least_viewed_module
0.04
avg_views_per_student
0.03
relative_views_percentile
0.03
proyección_vocacional_3
MISSING:
---
TOP CATEGORIES
1
23,033
64%
0
12,860
36%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
proyección_vocacional_3
PROVIDES INFORMATION ON...
proyección_vocacional_1
0.16
país_origen_0
0.13
jornada_preferida_0
0.13
apoyo_familiar_0
0.09
actividades_extracurriculares_3
0.07
actividades_extracurriculares_2
0.06
tipo_vivienda_1
0.04
familia_1
0.04
proyección_vocacional_0
0.03
familia_2
0.02
género_0
0.02
zona_vivienda_0
0.02
apoyo_familiar_1
0.02
familia_0
0.02

THESE FEATURES
GIVE INFORMATION
ON proyección_vocacional_3:
proyección_vocacional_1
0.15
actividades_extracurriculares_3
0.07
apoyo_familiar_0
0.07
actividades_extracurriculares_2
0.06
familia_1
0.04
tipo_vivienda_1
0.04
género_0
0.02
nivel_motivación_1
0.02
familia_2
0.02
proyección_vocacional_2
0.02
apoyo_familiar_1
0.02
nivel_motivación_0
0.02
proyección_vocacional_0
0.02
zona_vivienda_0
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
proyección_vocacional_3
CORRELATION RATIO WITH...
estrato
0.09
num_students
0.09
count_login
0.08
max_days_since_creation
0.07
resultado
0.05
horas_semana_estudio_casa
0.05
median_days_since_last_update
0.05
avg_interactions_per_student
0.05
days_before_start
0.05
percent_updated
0.05
teacher_total_updates
0.05
skew_views
0.04
students_viewed_least_module
0.04
avg_views_per_student
0.04
participación_clase_0
MISSING:
---
TOP CATEGORIES
1
21,837
61%
0
14,056
39%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
participación_clase_0
PROVIDES INFORMATION ON...
participación_clase_1
0.50
país_origen_1
0.09
país_origen_2
0.08
país_origen_0
0.06
jornada_preferida_0
0.06
interés_estudios_superiores_0
0.03
demuestra_confianza_2
0.03
nivel_motivación_0
0.02
nivel_motivación_1
0.02
demuestra_confianza_1
0.02
teacher_sede_0
0.02
proyección_vocacional_2
0.01
interés_estudios_superiores_1
0.01
percent_in_english
0.01

THESE FEATURES
GIVE INFORMATION
ON participación_clase_0:
participación_clase_1
0.52
demuestra_confianza_2
0.02
nivel_motivación_1
0.02
nivel_motivación_0
0.02
demuestra_confianza_1
0.02
teacher_sede_0
0.01
proyección_vocacional_2
0.01
interés_estudios_superiores_1
0.01
actividades_extracurriculares_2
0.01
actividades_extracurriculares_3
0.01
interés_estudios_superiores_0
0.01
tipo_vivienda_1
0.01
país_origen_1
0.01
teacher_nivel_educativo_0
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
participación_clase_0
CORRELATION RATIO WITH...
resultado
0.11
num_students
0.10
avg_interactions_per_student
0.07
id_docente
0.06
teacher_unique_students_count
0.06
relative_views_percentile
0.05
num_teacher_views_before_planned_start_date
0.05
num_modules_updated
0.05
edad_estudiante
0.04
min_days_since_creation
0.04
avg_views_per_student
0.04
total_hermanos
0.04
modules_viewed
0.04
total_modules
0.04
participación_clase_1
MISSING:
---
TOP CATEGORIES
1
19,557
54%
0
16,336
46%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
participación_clase_1
PROVIDES INFORMATION ON...
participación_clase_0
0.52
país_origen_1
0.14
país_origen_2
0.13
país_origen_0
0.10
jornada_preferida_0
0.08
nivel_motivación_1
0.07
interés_estudios_superiores_0
0.07
demuestra_confianza_1
0.06
interés_estudios_superiores_1
0.04
demuestra_confianza_0
0.03
apoyo_familiar_0
0.03
apoyo_familiar_1
0.03
nivel_motivación_0
0.03
actividades_extracurriculares_1
0.03

THESE FEATURES
GIVE INFORMATION
ON participación_clase_1:
participación_clase_0
0.50
nivel_motivación_1
0.06
demuestra_confianza_1
0.06
interés_estudios_superiores_1
0.03
nivel_motivación_0
0.02
actividades_extracurriculares_2
0.02
apoyo_familiar_1
0.02
apoyo_familiar_0
0.02
demuestra_confianza_2
0.02
teacher_sede_0
0.02
interés_estudios_superiores_0
0.02
demuestra_confianza_0
0.02
actividades_extracurriculares_1
0.01
actividades_extracurriculares_3
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
participación_clase_1
CORRELATION RATIO WITH...
resultado
0.17
num_students
0.11
id_docente
0.07
avg_interactions_per_student
0.07
min_days_since_creation
0.05
relative_views_percentile
0.05
teacher_unique_students_count
0.05
edad_estudiante
0.04
teacher_total_views
0.04
id_least_viewed_module
0.04
num_teacher_views_before_planned_start_date
0.04
avg_days_since_creation
0.04
avg_views_per_student
0.04
total_modules
0.03
nee_0
MISSING:
---
TOP CATEGORIES
0
35,175
98%
1
718
2%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
nee_0
PROVIDES INFORMATION ON...
teacher_sede_0
0.01
año_ingreso
0.01
proyección_vocacional_0
0.01
demuestra_confianza_0
0.01
teacher_rol_adicional_0
0.01
familia_0
0.01
nivel_motivación_1
0.01
demuestra_confianza_2
0.01
nivel_motivación_0
0.00
medio_transporte_0
0.00
país_origen_1
0.00
teacher_nivel_educativo_0
0.00
país_origen_2
0.00
apoyo_familiar_1
0.00

THESE FEATURES
GIVE INFORMATION
ON nee_0:
teacher_sede_0
0.05
año_ingreso
0.05
nivel_motivación_1
0.04
demuestra_confianza_2
0.03
nivel_motivación_0
0.03
proyección_vocacional_0
0.03
demuestra_confianza_0
0.02
familia_0
0.02
apoyo_familiar_1
0.02
teacher_experiencia_ficc_percentil
0.02
teacher_nivel_educativo_0
0.01
actividades_extracurriculares_3
0.01
demuestra_confianza_1
0.01
apoyo_familiar_0
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
nee_0
CORRELATION RATIO WITH...
edad_estudiante
0.05
id_docente
0.05
count_login
0.05
num_teacher_views_before_planned_start_date
0.04
teacher_total_views
0.04
teacher_unique_students_count
0.04
num_modules_updated
0.04
resultado
0.04
median_days_since_last_update
0.03
min_days_since_creation
0.03
id_most_late_opened_module
0.03
teacher_experiencia_nivel_ficc
0.03
skew_views
0.03
teacher_total_hours
0.03
nivel_motivación_0
MISSING:
---
TOP CATEGORIES
1
25,341
71%
0
10,552
29%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
nivel_motivación_0
PROVIDES INFORMATION ON...
nivel_motivación_1
0.51
medio_transporte_0
0.07
país_origen_1
0.06
país_origen_2
0.06
demuestra_confianza_1
0.05
demuestra_confianza_2
0.05
país_origen_0
0.05
jornada_preferida_0
0.05
nee_0
0.03
actividades_extracurriculares_1
0.02
participación_clase_1
0.02
participación_clase_0
0.02
proyección_vocacional_3
0.02
interés_estudios_superiores_0
0.01

THESE FEATURES
GIVE INFORMATION
ON nivel_motivación_0:
nivel_motivación_1
0.57
demuestra_confianza_1
0.06
demuestra_confianza_2
0.05
participación_clase_1
0.03
participación_clase_0
0.02
proyección_vocacional_3
0.02
actividades_extracurriculares_1
0.01
tipo_vivienda_1
0.01
medio_transporte_0
0.01
medio_transporte_1
0.01
medio_transporte_2
0.01
género_0
0.01
demuestra_confianza_0
0.01
apoyo_familiar_0
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
nivel_motivación_0
CORRELATION RATIO WITH...
resultado
0.17
edad_estudiante
0.07
days_before_start
0.05
total_hermanos
0.04
horas_semana_estudio_casa
0.04
avg_views_per_student
0.04
id_asignatura
0.02
id_least_viewed_module
0.02
teacher_age
0.02
num_teacher_views_before_planned_start_date
0.02
students_viewed_least_module
0.02
percent_collaboration
0.02
skew_views
0.02
iqr_views
0.02
nivel_motivación_1
MISSING:
---
TOP CATEGORIES
0
20,790
58%
1
15,103
42%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
nivel_motivación_1
PROVIDES INFORMATION ON...
nivel_motivación_0
0.57
demuestra_confianza_1
0.23
demuestra_confianza_0
0.13
país_origen_1
0.09
país_origen_2
0.09
país_origen_0
0.07
jornada_preferida_0
0.07
participación_clase_1
0.06
nee_0
0.04
demuestra_confianza_2
0.02
actividades_extracurriculares_1
0.02
interés_estudios_superiores_0
0.02
proyección_vocacional_3
0.02
participación_clase_0
0.02

THESE FEATURES
GIVE INFORMATION
ON nivel_motivación_1:
nivel_motivación_0
0.51
demuestra_confianza_1
0.23
participación_clase_1
0.07
demuestra_confianza_0
0.07
demuestra_confianza_2
0.02
participación_clase_0
0.02
proyección_vocacional_3
0.02
tipo_vivienda_1
0.02
género_0
0.01
medio_transporte_1
0.01
medio_transporte_2
0.01
actividades_extracurriculares_1
0.01
apoyo_familiar_0
0.01
apoyo_familiar_1
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
nivel_motivación_1
CORRELATION RATIO WITH...
resultado
0.28
estrato
0.10
edad_estudiante
0.07
num_students
0.07
days_before_start
0.05
teacher_unique_students_count
0.05
median_days_since_last_update
0.05
students_viewed_least_module
0.04
horas_semana_estudio_casa
0.04
avg_views_per_student
0.04
min_days_since_creation
0.04
skew_views
0.04
teacher_total_views
0.04
avg_days_since_creation
0.03
id_asignatura
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
edad_estudiante
0.34
teacher_total_updates
-0.25
teacher_unique_students_count
0.23
teacher_total_views
-0.19
num_modules_updated
-0.18
count_login
0.16
num_teacher_views_before_planned_start_date
-0.16
total_modules
-0.15
percent_collaboration
0.14
id_most_late_opened_module
0.14
percent_evaluation
0.12
percent_updated
-0.12
avg_interactions_per_student
0.11
percent_interactive
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
intensidad
0.66
teacher_experiencia_ficc_percentil
0.35
teacher_total_subjects
0.28
teacher_nivel_educativo_1
0.24
percent_in_english
0.14
count_in_english
0.14
teacher_sede_0
0.13
median_interactions_per_student
0.12
teacher_nivel_educativo_2
0.09
teacher_rol_adicional_0
0.08
jornada_preferida_2
0.06
proyección_vocacional_0
0.06
interés_estudios_superiores_0
0.05
median_views_per_module
0.05
MOST FREQUENT VALUES
5
5,793
16.1%
12
4,934
13.7%
8
4,627
12.9%
9
4,490
12.5%
10
4,140
11.5%
11
3,564
9.9%
6
2,365
6.6%
13
2,151
6.0%
14
1,125
3.1%
7
873
2.4%
17
604
1.7%
16
572
1.6%
15
567
1.6%
23
88
0.2%
SMALLEST VALUES
5
5,793
16.1%
6
2,365
6.6%
7
873
2.4%
8
4,627
12.9%
9
4,490
12.5%
10
4,140
11.5%
11
3,564
9.9%
12
4,934
13.7%
13
2,151
6.0%
14
1,125
3.1%
15
567
1.6%
16
572
1.6%
17
604
1.7%
23
88
0.2%
LARGEST VALUES
23
88
0.2%
17
604
1.7%
16
572
1.6%
15
567
1.6%
14
1,125
3.1%
13
2,151
6.0%
12
4,934
13.7%
11
3,564
9.9%
10
4,140
11.5%
9
4,490
12.5%
8
4,627
12.9%
7
873
2.4%
6
2,365
6.6%
5
5,793
16.1%
period
MISSING:
---
TOP CATEGORIES
1
14,620
41%
3
7,361
21%
4
7,054
20%
2
6,858
19%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
period
PROVIDES INFORMATION ON...
year
0.43
count_in_english
0.18
percent_in_english
0.17
teacher_rol_adicional_0
0.16
jornada_preferida_0
0.12
país_origen_0
0.07
año_ingreso
0.05
teacher_total_subjects
0.04
median_interactions_per_student
0.04
median_views_per_module
0.03
dia_preferido_0
0.03
modules_participated
0.02
dia_preferido_2
0.02
teacher_experiencia_ficc_percentil
0.02

THESE FEATURES
GIVE INFORMATION
ON period:
year
0.16
teacher_total_subjects
0.05
año_ingreso
0.02
percent_in_english
0.02
teacher_experiencia_ficc_percentil
0.02
count_in_english
0.02
dia_preferido_0
0.01
dia_preferido_2
0.01
median_interactions_per_student
0.01
teacher_rol_adicional_0
0.01
intensidad
0.01
familia_1
0.00
teacher_nivel_educativo_0
0.00
modules_participated
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
period
CORRELATION RATIO WITH...
days_before_start
0.24
max_days_since_creation
0.23
teacher_age
0.20
teacher_total_hours
0.18
id_docente
0.18
id_least_viewed_module
0.16
num_modules_updated
0.15
percent_updated
0.12
teacher_total_views
0.11
min_days_since_creation
0.11
count_login
0.11
percent_interactive
0.10
avg_days_since_creation
0.10
teacher_experiencia_total_percentil
0.10
edad_estudiante
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
count_login
0.46
id_asignatura
0.34
num_teacher_views_before_planned_start_date
-0.32
teacher_total_updates
-0.29
num_modules_updated
-0.25
percent_updated
-0.22
teacher_total_views
-0.21
estrato
-0.19
id_docente
-0.18
resultado
-0.16
teacher_unique_students_count
0.15
percent_interactive
-0.15
avg_interactions_per_student
0.14
total_modules
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_total_subjects
0.28
teacher_sede_0
0.28
teacher_experiencia_ficc_percentil
0.24
jornada_preferida_2
0.21
dia_preferido_1
0.16
percent_in_english
0.15
jornada_preferida_1
0.14
count_in_english
0.14
proyección_vocacional_0
0.13
interés_estudios_superiores_0
0.13
median_interactions_per_student
0.13
medio_transporte_1
0.12
dia_preferido_0
0.11
intensidad
0.11
MOST FREQUENT VALUES
109
559
1.6%
158
540
1.5%
153
517
1.4%
111
493
1.4%
151
479
1.3%
149
472
1.3%
99
470
1.3%
104
443
1.2%
148
431
1.2%
146
429
1.2%
119
428
1.2%
117
425
1.2%
137
421
1.2%
144
406
1.1%
115
398
1.1%
SMALLEST VALUES
-1
17
<0.1%
55
23
<0.1%
60
21
<0.1%
62
23
<0.1%
64
26
<0.1%
66
44
0.1%
68
78
0.2%
70
59
0.2%
71
121
0.3%
72
76
0.2%
73
50
0.1%
74
127
0.4%
75
129
0.4%
76
142
0.4%
77
99
0.3%
LARGEST VALUES
240
30
<0.1%
235
26
<0.1%
233
24
<0.1%
230
27
<0.1%
228
30
<0.1%
223
28
<0.1%
221
36
0.1%
218
30
<0.1%
217
31
<0.1%
216
40
0.1%
215
31
<0.1%
212
30
<0.1%
209
33
<0.1%
208
22
<0.1%
207
28
<0.1%
count_login
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
edad_estudiante
0.46
teacher_unique_students_count
0.22
num_teacher_views_before_planned_start_date
-0.21
estrato
-0.20
num_modules_updated
-0.18
num_students
0.17
id_asignatura
0.16
teacher_total_updates
-0.16
days_before_start
0.13
teacher_total_views
-0.13
max_days_since_creation
-0.13
relative_views_percentile
0.12
percent_updated
-0.12
zscore_views
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_sede_0
0.37
teacher_nivel_educativo_0
0.21
dia_preferido_0
0.15
year
0.15
teacher_total_subjects
0.14
jornada_preferida_2
0.14
zona_vivienda_0
0.14
teacher_experiencia_ficc_percentil
0.13
demuestra_confianza_1
0.12
period
0.11
teacher_nivel_educativo_1
0.11
proyección_vocacional_0
0.10
dia_preferido_1
0.10
demuestra_confianza_2
0.10
MOST FREQUENT VALUES
29
893
2.5%
39
855
2.4%
24
733
2.0%
30
729
2.0%
34
700
2.0%
22
689
1.9%
35
681
1.9%
36
668
1.9%
44
650
1.8%
14
640
1.8%
42
628
1.7%
3
619
1.7%
20
607
1.7%
21
597
1.7%
25
596
1.7%
SMALLEST VALUES
1
559
1.6%
2
360
1.0%
3
619
1.7%
4
538
1.5%
5
407
1.1%
6
394
1.1%
7
462
1.3%
8
468
1.3%
9
567
1.6%
10
344
1.0%
11
490
1.4%
12
362
1.0%
13
390
1.1%
14
640
1.8%
15
498
1.4%
LARGEST VALUES
261
27
<0.1%
155
26
<0.1%
137
22
<0.1%
133
24
<0.1%
131
32
<0.1%
128
35
<0.1%
127
28
<0.1%
126
29
<0.1%
120
26
<0.1%
117
26
<0.1%
114
23
<0.1%
113
29
<0.1%
112
29
<0.1%
111
23
<0.1%
107
27
<0.1%
dia_preferido_0
MISSING:
---
TOP CATEGORIES
0
22,268
62%
1
13,625
38%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
dia_preferido_0
PROVIDES INFORMATION ON...
dia_preferido_2
0.35
dia_preferido_1
0.08
país_origen_0
0.06
jornada_preferida_0
0.06
teacher_rol_adicional_0
0.04
país_origen_1
0.03
year
0.03
percent_in_english
0.02
count_in_english
0.01
teacher_sede_0
0.01
period
0.01
medio_transporte_0
0.01
teacher_nivel_educativo_0
0.01
median_interactions_per_student
0.01

THESE FEATURES
GIVE INFORMATION
ON dia_preferido_0:
dia_preferido_2
0.37
dia_preferido_1
0.08
period
0.03
year
0.02
teacher_total_subjects
0.02
teacher_sede_0
0.01
teacher_experiencia_ficc_percentil
0.01
teacher_nivel_educativo_0
0.01
percent_in_english
0.01
familia_2
0.01
año_ingreso
0.00
jornada_preferida_2
0.00
jornada_preferida_1
0.00
tipo_vivienda_1
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dia_preferido_0
CORRELATION RATIO WITH...
num_students
0.16
count_login
0.15
max_days_since_creation
0.13
edad_estudiante
0.11
teacher_total_updates
0.11
days_before_start
0.11
teacher_unique_students_count
0.08
teacher_total_hours
0.07
estrato
0.07
avg_days_since_creation
0.06
median_days_since_creation
0.05
id_most_late_opened_module
0.04
percent_students_interacted
0.04
median_days_since_last_update
0.04
dia_preferido_1
MISSING:
---
TOP CATEGORIES
0
19,531
54%
1
16,362
46%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
dia_preferido_1
PROVIDES INFORMATION ON...
jornada_preferida_0
0.10
dia_preferido_0
0.08
percent_in_english
0.03
país_origen_1
0.02
count_in_english
0.02
país_origen_2
0.01
apoyo_familiar_1
0.01
median_interactions_per_student
0.01
teacher_rol_adicional_0
0.01
apoyo_familiar_0
0.01
year
0.01
median_views_per_module
0.01
teacher_total_subjects
0.01
modules_participated
0.01

THESE FEATURES
GIVE INFORMATION
ON dia_preferido_1:
dia_preferido_0
0.08
teacher_total_subjects
0.02
teacher_experiencia_ficc_percentil
0.01
apoyo_familiar_1
0.01
apoyo_familiar_0
0.01
year
0.01
percent_in_english
0.01
median_interactions_per_student
0.00
count_in_english
0.00
dia_preferido_2
0.00
period
0.00
proyección_vocacional_2
0.00
año_ingreso
0.00
intensidad
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dia_preferido_1
CORRELATION RATIO WITH...
edad_estudiante
0.16
teacher_total_updates
0.13
count_login
0.10
num_students
0.07
max_days_since_creation
0.07
teacher_unique_students_count
0.07
median_views_per_student
0.06
avg_views_per_student
0.06
days_before_start
0.05
teacher_experiencia_total_percentil
0.05
estrato
0.05
count_evaluation
0.05
percent_students_viewed
0.05
teacher_total_hours
0.04
dia_preferido_2
MISSING:
---
TOP CATEGORIES
0
19,474
54%
1
16,419
46%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
dia_preferido_2
PROVIDES INFORMATION ON...
dia_preferido_0
0.37
year
0.03
país_origen_1
0.03
percent_in_english
0.02
jornada_preferida_2
0.01
count_in_english
0.01
teacher_rol_adicional_0
0.01
period
0.01
median_interactions_per_student
0.01
medio_transporte_0
0.01
jornada_preferida_1
0.01
año_ingreso
0.01
participación_clase_1
0.01
median_views_per_module
0.01

THESE FEATURES
GIVE INFORMATION
ON dia_preferido_2:
dia_preferido_0
0.35
period
0.02
year
0.02
teacher_experiencia_ficc_percentil
0.01
teacher_total_subjects
0.01
jornada_preferida_2
0.01
jornada_preferida_1
0.01
año_ingreso
0.01
participación_clase_1
0.01
percent_in_english
0.00
dia_preferido_1
0.00
median_interactions_per_student
0.00
familia_2
0.00
familia_1
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
dia_preferido_2
CORRELATION RATIO WITH...
num_students
0.17
count_login
0.09
max_days_since_creation
0.08
teacher_total_updates
0.07
teacher_unique_students_count
0.07
avg_interactions_per_student
0.06
resultado
0.06
avg_views_per_student
0.05
avg_days_since_creation
0.05
id_docente
0.05
percent_evaluation
0.05
median_days_since_creation
0.05
student_total_views
0.05
median_views_per_student
0.05
jornada_preferida_0
MISSING:
---
TOP CATEGORIES
0
35,850
>99%
1
43
<1%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
jornada_preferida_0
PROVIDES INFORMATION ON...
jornada_preferida_1
0.00
familia_0
0.00
actividades_extracurriculares_1
0.00
proyección_vocacional_0
0.00
proyección_vocacional_3
0.00
dia_preferido_1
0.00
participación_clase_1
0.00
nivel_motivación_1
0.00
participación_clase_0
0.00
period
0.00
dia_preferido_0
0.00
actividades_extracurriculares_2
0.00
proyección_vocacional_2
0.00
tipo_vivienda_1
0.00

THESE FEATURES
GIVE INFORMATION
ON jornada_preferida_0:
jornada_preferida_1
0.22
proyección_vocacional_3
0.13
period
0.12
familia_0
0.11
dia_preferido_1
0.10
actividades_extracurriculares_1
0.08
participación_clase_1
0.08
proyección_vocacional_0
0.08
nivel_motivación_1
0.07
participación_clase_0
0.06
dia_preferido_0
0.06
actividades_extracurriculares_2
0.05
proyección_vocacional_2
0.05
tipo_vivienda_1
0.05

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
jornada_preferida_0
CORRELATION RATIO WITH...
teacher_total_updates
0.04
edad_estudiante
0.04
id_least_viewed_module
0.04
total_hermanos
0.04
count_login
0.04
percent_interactive
0.03
id_most_late_opened_module
0.03
percent_collaboration
0.02
resultado
0.02
total_modules
0.02
skew_views
0.02
days_before_start
0.02
num_modules_updated
0.02
percent_students_viewed
0.02
jornada_preferida_1
MISSING:
---
TOP CATEGORIES
1
29,176
81%
0
6,717
19%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
jornada_preferida_1
PROVIDES INFORMATION ON...
jornada_preferida_2
0.69
jornada_preferida_0
0.22
país_origen_1
0.04
país_origen_2
0.03
teacher_sede_0
0.03
país_origen_0
0.03
teacher_rol_adicional_0
0.03
medio_transporte_0
0.01
percent_in_english
0.01
teacher_nivel_educativo_0
0.01
zona_vivienda_0
0.01
median_views_per_module
0.01
proyección_vocacional_0
0.01
dia_preferido_2
0.01

THESE FEATURES
GIVE INFORMATION
ON jornada_preferida_1:
jornada_preferida_2
0.77
teacher_sede_0
0.04
teacher_nivel_educativo_0
0.01
dia_preferido_2
0.01
teacher_total_subjects
0.01
zona_vivienda_0
0.01
dia_preferido_0
0.01
medio_transporte_1
0.01
proyección_vocacional_0
0.00
tipo_vivienda_1
0.00
jornada_preferida_0
0.00
percent_in_english
0.00
apoyo_familiar_1
0.00
demuestra_confianza_1
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
jornada_preferida_1
CORRELATION RATIO WITH...
num_students
0.22
edad_estudiante
0.14
teacher_unique_students_count
0.14
teacher_total_updates
0.12
num_teacher_views_before_planned_start_date
0.10
teacher_total_views
0.08
num_modules_updated
0.08
total_modules
0.08
estrato
0.07
horas_semana_estudio_casa
0.07
count_login
0.07
id_least_viewed_module
0.06
min_days_since_creation
0.06
median_days_since_last_update
0.06
jornada_preferida_2
MISSING:
---
TOP CATEGORIES
0
27,825
78%
1
8,068
22%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
jornada_preferida_2
PROVIDES INFORMATION ON...
jornada_preferida_1
0.77
país_origen_1
0.04
teacher_sede_0
0.04
país_origen_2
0.04
percent_in_english
0.03
país_origen_0
0.03
jornada_preferida_0
0.03
teacher_rol_adicional_0
0.03
count_in_english
0.02
teacher_nivel_educativo_0
0.02
medio_transporte_0
0.01
dia_preferido_2
0.01
zona_vivienda_0
0.01
proyección_vocacional_0
0.01

THESE FEATURES
GIVE INFORMATION
ON jornada_preferida_2:
jornada_preferida_1
0.69
teacher_sede_0
0.05
teacher_nivel_educativo_0
0.01
dia_preferido_2
0.01
percent_in_english
0.01
teacher_total_subjects
0.01
tipo_vivienda_1
0.01
count_in_english
0.01
demuestra_confianza_2
0.01
proyección_vocacional_0
0.01
dia_preferido_0
0.01
medio_transporte_1
0.01
demuestra_confianza_1
0.01
zona_vivienda_0
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
jornada_preferida_2
CORRELATION RATIO WITH...
num_students
0.23
edad_estudiante
0.21
teacher_unique_students_count
0.18
count_login
0.14
teacher_total_updates
0.14
num_teacher_views_before_planned_start_date
0.13
teacher_total_views
0.12
num_modules_updated
0.10
total_modules
0.09
min_days_since_creation
0.08
estrato
0.08
median_days_since_last_update
0.08
id_least_viewed_module
0.07
count_evaluation
0.06
intensidad
MISSING:
---
TOP CATEGORIES
1
16,810
47%
2
7,817
22%
4
5,956
17%
3
5,038
14%
7
272
<1%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
intensidad
PROVIDES INFORMATION ON...
teacher_experiencia_ficc_percentil
0.18
teacher_nivel_educativo_0
0.17
teacher_rol_adicional_2
0.16
teacher_rol_adicional_1
0.16
percent_in_english
0.15
count_in_english
0.14
teacher_rol_adicional_0
0.14
teacher_total_subjects
0.13
teacher_nivel_educativo_2
0.09
median_views_per_module
0.08
modules_participated
0.08
teacher_nivel_educativo_1
0.05
median_interactions_per_student
0.04
year
0.04

THESE FEATURES
GIVE INFORMATION
ON intensidad:
teacher_experiencia_ficc_percentil
0.20
teacher_total_subjects
0.14
teacher_rol_adicional_1
0.06
teacher_rol_adicional_2
0.06
teacher_nivel_educativo_0
0.05
teacher_nivel_educativo_2
0.03
teacher_nivel_educativo_1
0.02
percent_in_english
0.02
count_in_english
0.02
year
0.01
median_interactions_per_student
0.01
modules_participated
0.01
period
0.01
teacher_rol_adicional_0
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
intensidad
CORRELATION RATIO WITH...
id_asignatura
0.66
teacher_unique_students_count
0.46
min_days_since_creation
0.44
avg_days_since_creation
0.42
percent_students_viewed
0.36
teacher_total_hours
0.35
median_days_since_creation
0.32
id_most_late_opened_module
0.31
id_docente
0.29
total_modules
0.28
student_total_views
0.28
median_days_since_last_update
0.28
percent_evaluation
0.28
percent_modules_viewed
0.27
id_docente
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
avg_days_since_creation
-0.32
min_days_since_creation
-0.29
teacher_age
-0.27
median_days_since_creation
-0.26
max_days_since_creation
-0.24
teacher_total_hours
-0.21
median_days_since_last_update
-0.20
teacher_experiencia_nivel_ficc
-0.19
num_teacher_views_before_planned_start_date
0.19
teacher_unique_students_count
0.18
num_modules_updated
0.18
total_modules
0.18
edad_estudiante
-0.18
student_total_views
0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_experiencia_ficc_percentil
0.78
teacher_nivel_educativo_1
0.45
teacher_nivel_educativo_2
0.44
teacher_total_subjects
0.38
teacher_sede_0
0.32
year
0.30
intensidad
0.29
period
0.18
teacher_rol_adicional_1
0.16
teacher_rol_adicional_2
0.15
teacher_nivel_educativo_0
0.11
percent_in_english
0.11
count_in_english
0.10
median_interactions_per_student
0.10
MOST FREQUENT VALUES
4.0
3,387
9.4%
7.0
3,294
9.2%
38.0
3,206
8.9%
26.0
2,938
8.2%
22.0
2,325
6.5%
35.0
2,304
6.4%
9.0
2,207
6.1%
31.0
2,149
6.0%
1.0
2,118
5.9%
34.0
1,682
4.7%
29.0
1,564
4.4%
6.0
1,354
3.8%
28.0
1,225
3.4%
19.0
1,063
3.0%
24.0
641
1.8%
SMALLEST VALUES
1.0
2,118
5.9%
2.0
181
0.5%
3.0
274
0.8%
4.0
3,387
9.4%
5.0
46
0.1%
6.0
1,354
3.8%
7.0
3,294
9.2%
8.0
312
0.9%
9.0
2,207
6.1%
10.0
20
<0.1%
11.0
150
0.4%
13.0
589
1.6%
14.0
85
0.2%
15.0
346
1.0%
16.0
96
0.3%
LARGEST VALUES
39.0
46
0.1%
38.0
3,206
8.9%
36.0
297
0.8%
35.0
2,304
6.4%
34.0
1,682
4.7%
33.0
328
0.9%
31.0
2,149
6.0%
29.0
1,564
4.4%
28.0
1,225
3.4%
27.0
246
0.7%
26.0
2,938
8.2%
24.0
641
1.8%
23.0
15
<0.1%
22.0
2,325
6.5%
21.0
327
0.9%
count_evaluation
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
percent_evaluation
0.84
total_modules
0.46
avg_days_since_creation
-0.37
teacher_total_updates
0.34
percent_students_interacted
0.34
median_days_since_creation
-0.33
student_total_views
0.32
percent_collaboration
0.31
student_total_interactions
0.29
min_days_since_creation
-0.29
percent_students_viewed
0.24
log_total_views
0.22
percent_updated
-0.21
teacher_total_views
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
percent_in_english
0.57
count_in_english
0.57
teacher_total_subjects
0.43
intensidad
0.26
teacher_experiencia_ficc_percentil
0.22
modules_participated
0.21
teacher_nivel_educativo_1
0.14
teacher_nivel_educativo_0
0.10
median_interactions_per_student
0.09
teacher_sede_0
0.08
jornada_preferida_2
0.06
jornada_preferida_1
0.06
teacher_rol_adicional_2
0.05
dia_preferido_1
0.05
MOST FREQUENT VALUES
0
30,019
83.6%
2
1,325
3.7%
3
1,208
3.4%
1
1,115
3.1%
5
548
1.5%
4
516
1.4%
6
406
1.1%
9
279
0.8%
8
176
0.5%
7
152
0.4%
11
54
0.2%
15
51
0.1%
22
44
0.1%
SMALLEST VALUES
0
30,019
83.6%
1
1,115
3.1%
2
1,325
3.7%
3
1,208
3.4%
4
516
1.4%
5
548
1.5%
6
406
1.1%
7
152
0.4%
8
176
0.5%
9
279
0.8%
11
54
0.2%
15
51
0.1%
22
44
0.1%
LARGEST VALUES
22
44
0.1%
15
51
0.1%
11
54
0.2%
9
279
0.8%
8
176
0.5%
7
152
0.4%
6
406
1.1%
5
548
1.5%
4
516
1.4%
3
1,208
3.4%
2
1,325
3.7%
1
1,115
3.1%
0
30,019
83.6%
count_in_english
MISSING:
---
TOP CATEGORIES
0
35,006
98%
3
495
1%
1
186
<1%
4
56
<1%
2
55
<1%
5
51
<1%
8
44
<1%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
count_in_english
PROVIDES INFORMATION ON...
percent_in_english
0.96
teacher_nivel_educativo_2
0.04
median_interactions_per_student
0.04
teacher_nivel_educativo_0
0.03
teacher_rol_adicional_2
0.03
teacher_rol_adicional_1
0.02
teacher_total_subjects
0.02
teacher_sede_0
0.02
teacher_experiencia_ficc_percentil
0.02
period
0.02
intensidad
0.02
jornada_preferida_2
0.01
medio_transporte_0
0.01
modules_participated
0.01

THESE FEATURES
GIVE INFORMATION
ON count_in_english:
percent_in_english
1.00
teacher_experiencia_ficc_percentil
0.20
teacher_total_subjects
0.20
period
0.18
teacher_nivel_educativo_2
0.14
intensidad
0.14
teacher_rol_adicional_2
0.09
teacher_nivel_educativo_0
0.09
teacher_sede_0
0.09
median_interactions_per_student
0.08
teacher_rol_adicional_1
0.08
jornada_preferida_2
0.02
dia_preferido_1
0.02
year
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
count_in_english
CORRELATION RATIO WITH...
count_evaluation
0.57
percent_evaluation
0.52
median_days_since_last_update
0.41
teacher_total_updates
0.38
num_modules_updated
0.35
percent_updated
0.28
total_modules
0.27
teacher_age
0.25
teacher_total_hours
0.25
skew_views
0.20
teacher_unique_students_count
0.18
teacher_experiencia_total_percentil
0.15
id_least_viewed_module
0.15
edad_estudiante
0.14
num_modules_updated
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
percent_updated
0.68
total_modules
0.63
num_teacher_views_before_planned_start_date
0.55
teacher_total_views
0.41
teacher_total_updates
0.39
teacher_age
-0.35
min_days_since_creation
-0.33
teacher_experiencia_total_percentil
-0.28
skew_views
0.27
edad_estudiante
-0.25
count_login
-0.18
avg_interactions_per_student
-0.18
id_docente
0.18
id_asignatura
-0.18

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
percent_in_english
0.36
count_in_english
0.35
teacher_total_subjects
0.33
teacher_sede_0
0.33
teacher_experiencia_ficc_percentil
0.31
teacher_nivel_educativo_2
0.23
median_interactions_per_student
0.20
intensidad
0.19
period
0.15
teacher_nivel_educativo_0
0.13
jornada_preferida_2
0.10
medio_transporte_1
0.08
jornada_preferida_1
0.08
zona_vivienda_0
0.08
MOST FREQUENT VALUES
16
5,349
14.9%
14
3,313
9.2%
15
2,531
7.1%
12
1,961
5.5%
11
1,937
5.4%
0
1,833
5.1%
9
1,627
4.5%
13
1,518
4.2%
10
1,282
3.6%
8
1,163
3.2%
7
1,148
3.2%
20
991
2.8%
19
986
2.7%
18
969
2.7%
2
905
2.5%
SMALLEST VALUES
0
1,833
5.1%
1
551
1.5%
2
905
2.5%
3
738
2.1%
4
904
2.5%
5
655
1.8%
6
750
2.1%
7
1,148
3.2%
8
1,163
3.2%
9
1,627
4.5%
10
1,282
3.6%
11
1,937
5.4%
12
1,961
5.5%
13
1,518
4.2%
14
3,313
9.2%
LARGEST VALUES
65
44
0.1%
46
54
0.2%
45
64
0.2%
44
68
0.2%
42
188
0.5%
41
141
0.4%
40
112
0.3%
39
98
0.3%
38
222
0.6%
37
160
0.4%
36
93
0.3%
35
70
0.2%
34
17
<0.1%
33
141
0.4%
32
156
0.4%
num_teacher_views_before_planned_start_date
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
teacher_total_views
0.66
num_modules_updated
0.55
total_modules
0.50
teacher_total_updates
0.36
min_days_since_creation
-0.32
edad_estudiante
-0.32
percent_updated
0.25
skew_views
0.25
median_days_since_last_update
-0.24
avg_days_since_creation
-0.21
count_login
-0.21
teacher_age
-0.20
id_docente
0.19
avg_interactions_per_student
-0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_nivel_educativo_0
0.39
teacher_sede_0
0.37
teacher_total_subjects
0.35
teacher_experiencia_ficc_percentil
0.34
teacher_nivel_educativo_2
0.25
intensidad
0.16
teacher_nivel_educativo_1
0.16
jornada_preferida_2
0.13
percent_in_english
0.11
median_interactions_per_student
0.11
medio_transporte_1
0.10
count_in_english
0.10
jornada_preferida_1
0.10
teacher_rol_adicional_1
0.08
MOST FREQUENT VALUES
0
15,074
42.0%
1
4,024
11.2%
7
2,417
6.7%
4
2,177
6.1%
6
2,045
5.7%
8
1,908
5.3%
2
1,827
5.1%
5
1,799
5.0%
3
1,385
3.9%
9
568
1.6%
11
392
1.1%
10
343
1.0%
17
261
0.7%
13
198
0.6%
18
176
0.5%
SMALLEST VALUES
0
15,074
42.0%
1
4,024
11.2%
2
1,827
5.1%
3
1,385
3.9%
4
2,177
6.1%
5
1,799
5.0%
6
2,045
5.7%
7
2,417
6.7%
8
1,908
5.3%
9
568
1.6%
10
343
1.0%
11
392
1.1%
12
46
0.1%
13
198
0.6%
14
100
0.3%
LARGEST VALUES
39
21
<0.1%
31
163
0.5%
29
64
0.2%
28
98
0.3%
27
28
<0.1%
25
129
0.4%
24
38
0.1%
23
89
0.2%
22
42
0.1%
20
81
0.2%
19
119
0.3%
18
176
0.5%
17
261
0.7%
16
117
0.3%
15
164
0.5%
teacher_total_updates
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
percent_interactive
0.48
total_modules
0.40
num_modules_updated
0.39
teacher_total_views
0.37
num_teacher_views_before_planned_start_date
0.36
count_evaluation
0.34
id_least_viewed_module
-0.32
edad_estudiante
-0.29
id_asignatura
-0.25
skew_views
0.21
percent_collaboration
0.17
percent_evaluation
0.16
teacher_experiencia_total_percentil
-0.16
count_login
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
percent_in_english
0.38
count_in_english
0.38
teacher_experiencia_ficc_percentil
0.27
intensidad
0.18
teacher_total_subjects
0.15
jornada_preferida_2
0.14
dia_preferido_1
0.13
teacher_sede_0
0.12
jornada_preferida_1
0.12
dia_preferido_0
0.11
median_interactions_per_student
0.09
teacher_nivel_educativo_1
0.08
teacher_nivel_educativo_0
0.07
dia_preferido_2
0.07
MOST FREQUENT VALUES
0
1,146
3.2%
26
937
2.6%
22
794
2.2%
25
730
2.0%
45
654
1.8%
21
633
1.8%
33
516
1.4%
43
501
1.4%
61
487
1.4%
51
483
1.3%
28
475
1.3%
30
469
1.3%
20
465
1.3%
16
452
1.3%
23
437
1.2%
SMALLEST VALUES
0
1,146
3.2%
1
175
0.5%
2
340
0.9%
3
233
0.6%
4
413
1.2%
5
302
0.8%
6
369
1.0%
7
87
0.2%
8
92
0.3%
9
121
0.3%
10
100
0.3%
11
181
0.5%
12
320
0.9%
13
212
0.6%
14
292
0.8%
LARGEST VALUES
1282
53
0.1%
1259
60
0.2%
938
51
0.1%
819
44
0.1%
585
56
0.2%
409
51
0.1%
351
16
<0.1%
346
46
0.1%
331
54
0.2%
312
21
<0.1%
308
38
0.1%
295
47
0.1%
287
24
<0.1%
276
34
<0.1%
270
42
0.1%
teacher_total_views
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
num_teacher_views_before_planned_start_date
0.66
total_modules
0.63
avg_days_since_creation
-0.46
min_days_since_creation
-0.46
num_modules_updated
0.41
median_days_since_creation
-0.39
teacher_total_updates
0.37
percent_students_viewed
0.34
student_total_views
0.30
median_days_since_last_update
-0.30
log_total_views
0.25
modules_viewed
0.24
skew_views
0.24
teacher_unique_students_count
-0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_sede_0
0.39
teacher_experiencia_ficc_percentil
0.35
teacher_total_subjects
0.31
teacher_nivel_educativo_0
0.29
teacher_nivel_educativo_2
0.27
intensidad
0.24
percent_in_english
0.14
teacher_rol_adicional_2
0.14
year
0.14
modules_participated
0.14
median_interactions_per_student
0.13
jornada_preferida_2
0.12
teacher_nivel_educativo_1
0.12
count_in_english
0.11
MOST FREQUENT VALUES
0
6,990
19.5%
2
1,454
4.1%
13
1,280
3.6%
14
1,227
3.4%
8
1,087
3.0%
18
1,079
3.0%
6
1,004
2.8%
12
938
2.6%
19
889
2.5%
10
865
2.4%
4
816
2.3%
9
795
2.2%
20
742
2.1%
16
661
1.8%
22
643
1.8%
SMALLEST VALUES
0
6,990
19.5%
1
626
1.7%
2
1,454
4.1%
3
598
1.7%
4
816
2.3%
5
554
1.5%
6
1,004
2.8%
7
463
1.3%
8
1,087
3.0%
9
795
2.2%
10
865
2.4%
11
621
1.7%
12
938
2.6%
13
1,280
3.6%
14
1,227
3.4%
LARGEST VALUES
218
24
<0.1%
213
62
0.2%
143
66
0.2%
141
67
0.2%
140
72
0.2%
134
39
0.1%
129
56
0.2%
125
57
0.2%
119
88
0.2%
117
67
0.2%
114
63
0.2%
111
69
0.2%
106
103
0.3%
105
63
0.2%
103
16
<0.1%
student_total_views
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
percent_modules_viewed
0.84
percent_students_viewed
0.81
median_days_since_creation
-0.69
avg_days_since_creation
-0.67
log_total_views
0.67
percent_students_interacted
0.65
student_total_interactions
0.62
modules_viewed
0.61
percent_modules_viewed_interacciones_de_estudiantes
0.57
std_views_per_module
0.55
min_days_since_creation
-0.47
teacher_total_hours
-0.37
iqr_views
0.35
std_interactions_per_module
0.35

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_total_subjects
0.55
modules_participated
0.39
teacher_experiencia_ficc_percentil
0.35
intensidad
0.28
median_views_per_module
0.21
teacher_rol_adicional_2
0.18
teacher_rol_adicional_1
0.15
median_interactions_per_student
0.10
teacher_nivel_educativo_1
0.09
period
0.05
percent_in_english
0.05
count_in_english
0.05
dia_preferido_2
0.05
teacher_rol_adicional_0
0.04
MOST FREQUENT VALUES
0
12,883
35.9%
1
3,266
9.1%
2
2,635
7.3%
3
1,962
5.5%
4
1,270
3.5%
5
1,196
3.3%
7
1,068
3.0%
8
711
2.0%
15
604
1.7%
6
468
1.3%
12
415
1.2%
13
388
1.1%
14
366
1.0%
29
313
0.9%
23
310
0.9%
SMALLEST VALUES
0
12,883
35.9%
1
3,266
9.1%
2
2,635
7.3%
3
1,962
5.5%
4
1,270
3.5%
5
1,196
3.3%
6
468
1.3%
7
1,068
3.0%
8
711
2.0%
9
294
0.8%
10
310
0.9%
11
259
0.7%
12
415
1.2%
13
388
1.1%
14
366
1.0%
LARGEST VALUES
376
76
0.2%
358
54
0.2%
321
43
0.1%
299
77
0.2%
294
68
0.2%
285
53
0.1%
258
89
0.2%
257
63
0.2%
229
66
0.2%
223
57
0.2%
222
62
0.2%
217
96
0.3%
205
59
0.2%
204
83
0.2%
189
74
0.2%
student_total_interactions
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
percent_students_interacted
0.83
student_total_views
0.62
std_interactions_per_module
0.52
avg_interactions_per_student
0.44
median_days_since_creation
-0.42
avg_days_since_creation
-0.41
percent_students_viewed
0.40
percent_modules_viewed
0.39
log_total_views
0.37
percent_modules_participated
0.35
std_views_per_module
0.34
interaction_to_view_ratio
0.33
percent_evaluation
0.32
modules_viewed
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
modules_participated
0.49
teacher_total_subjects
0.39
teacher_experiencia_ficc_percentil
0.20
intensidad
0.15
median_views_per_module
0.11
median_interactions_per_student
0.09
teacher_rol_adicional_2
0.09
teacher_nivel_educativo_1
0.08
teacher_sede_0
0.07
period
0.07
teacher_rol_adicional_1
0.07
year
0.04
dia_preferido_0
0.04
teacher_nivel_educativo_2
0.03
MOST FREQUENT VALUES
0
32,886
91.6%
3
312
0.9%
10
244
0.7%
2
210
0.6%
1
208
0.6%
5
190
0.5%
4
179
0.5%
19
150
0.4%
8
115
0.3%
13
114
0.3%
31
111
0.3%
12
99
0.3%
36
93
0.3%
40
82
0.2%
143
77
0.2%
SMALLEST VALUES
0
32,886
91.6%
1
208
0.6%
2
210
0.6%
3
312
0.9%
4
179
0.5%
5
190
0.5%
6
59
0.2%
8
115
0.3%
9
40
0.1%
10
244
0.7%
11
74
0.2%
12
99
0.3%
13
114
0.3%
15
13
<0.1%
18
11
<0.1%
LARGEST VALUES
143
77
0.2%
85
66
0.2%
77
56
0.2%
66
59
0.2%
65
63
0.2%
64
43
0.1%
40
82
0.2%
36
93
0.3%
33
69
0.2%
31
111
0.3%
30
37
0.1%
27
65
0.2%
25
54
0.2%
23
46
0.1%
20
68
0.2%
min_days_since_creation
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
avg_days_since_creation
0.81
median_days_since_creation
0.58
percent_students_viewed
-0.56
total_modules
-0.56
student_total_views
-0.47
teacher_total_views
-0.46
percent_modules_viewed
-0.44
log_total_views
-0.40
modules_viewed
-0.34
num_modules_updated
-0.33
num_teacher_views_before_planned_start_date
-0.32
teacher_total_hours
0.32
percent_modules_viewed_interacciones_de_estudiantes
-0.32
std_views_per_module
-0.30

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_experiencia_ficc_percentil
0.58
intensidad
0.44
teacher_total_subjects
0.36
teacher_sede_0
0.36
teacher_rol_adicional_2
0.30
teacher_rol_adicional_1
0.22
teacher_nivel_educativo_1
0.19
modules_participated
0.17
teacher_nivel_educativo_2
0.15
median_interactions_per_student
0.15
teacher_nivel_educativo_0
0.13
percent_in_english
0.12
period
0.11
teacher_rol_adicional_0
0.11
MOST FREQUENT VALUES
1566
3,474
9.7%
1345
3,269
9.1%
1713
3,228
9.0%
1419
3,171
8.8%
1503
3,023
8.4%
-3
1,196
3.3%
-4
1,119
3.1%
1568
876
2.4%
-1
812
2.3%
1347
810
2.3%
0
787
2.2%
-2
655
1.8%
1715
527
1.5%
355
464
1.3%
-5
452
1.3%
SMALLEST VALUES
-57
138
0.4%
-50
113
0.3%
-45
205
0.6%
-38
261
0.7%
-29
181
0.5%
-24
440
1.2%
-22
136
0.4%
-20
43
0.1%
-18
54
0.2%
-17
241
0.7%
-12
64
0.2%
-11
209
0.6%
-10
149
0.4%
-9
63
0.2%
-8
106
0.3%
LARGEST VALUES
1727
64
0.2%
1722
64
0.2%
1715
527
1.5%
1713
3,228
9.0%
1573
63
0.2%
1568
876
2.4%
1566
3,474
9.7%
1540
207
0.6%
1530
333
0.9%
1505
289
0.8%
1503
3,023
8.4%
1488
166
0.5%
1479
58
0.2%
1469
50
0.1%
1467
93
0.3%
max_days_since_creation
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
avg_days_since_creation
0.41
days_before_start
-0.39
median_days_since_creation
0.35
teacher_total_hours
0.34
percent_modules_viewed
-0.26
id_docente
-0.24
median_days_since_last_update
0.23
percent_students_viewed
-0.21
percent_students_interacted
-0.20
min_days_since_creation
0.20
percent_updated
0.19
student_total_views
-0.19
percent_modules_viewed_interacciones_de_estudiantes
-0.17
num_modules_updated
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
year
0.56
teacher_total_subjects
0.29
teacher_experiencia_ficc_percentil
0.25
period
0.23
año_ingreso
0.21
intensidad
0.17
percent_in_english
0.13
count_in_english
0.13
dia_preferido_0
0.13
modules_participated
0.12
teacher_nivel_educativo_2
0.12
teacher_rol_adicional_0
0.11
median_interactions_per_student
0.09
teacher_rol_adicional_2
0.08
MOST FREQUENT VALUES
1554
5,706
15.9%
1470
5,595
15.6%
1624
4,967
13.8%
1407
4,855
13.5%
1764
4,565
12.7%
1405
849
2.4%
1822
680
1.9%
1617
590
1.6%
1547
538
1.5%
1589
484
1.3%
1382
449
1.3%
1762
444
1.2%
1622
425
1.2%
1468
412
1.1%
1465
379
1.1%
SMALLEST VALUES
164
164
0.5%
171
43
0.1%
361
82
0.2%
1382
449
1.3%
1393
68
0.2%
1405
849
2.4%
1407
4,855
13.5%
1431
38
0.1%
1444
318
0.9%
1447
178
0.5%
1449
364
1.0%
1452
39
0.1%
1454
106
0.3%
1461
143
0.4%
1463
149
0.4%
LARGEST VALUES
2011
112
0.3%
1962
44
0.1%
1864
51
0.1%
1850
88
0.2%
1826
78
0.2%
1822
680
1.9%
1820
48
0.1%
1819
63
0.2%
1816
42
0.1%
1813
57
0.2%
1812
75
0.2%
1801
84
0.2%
1794
51
0.1%
1764
4,565
12.7%
1762
444
1.2%
avg_days_since_creation
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
median_days_since_creation
0.89
min_days_since_creation
0.81
percent_students_viewed
-0.72
student_total_views
-0.67
percent_modules_viewed
-0.64
total_modules
-0.55
log_total_views
-0.53
teacher_total_hours
0.52
percent_students_interacted
-0.47
teacher_total_views
-0.46
modules_viewed
-0.45
percent_modules_viewed_interacciones_de_estudiantes
-0.44
std_views_per_module
-0.43
max_days_since_creation
0.41

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_experiencia_ficc_percentil
0.58
teacher_total_subjects
0.56
intensidad
0.42
teacher_rol_adicional_2
0.29
modules_participated
0.28
teacher_nivel_educativo_2
0.25
year
0.23
teacher_nivel_educativo_0
0.21
teacher_rol_adicional_1
0.19
teacher_sede_0
0.18
median_interactions_per_student
0.15
median_views_per_module
0.14
teacher_nivel_educativo_1
0.12
teacher_rol_adicional_0
0.11
MOST FREQUENT VALUES
1374.88
2,612
7.3%
1528.5
2,558
7.1%
1444.5
2,518
7.0%
1738.5
2,191
6.1%
1595.0
1,810
5.0%
1369.27
449
1.3%
1591.0
442
1.2%
1596.0
393
1.1%
1268.22
299
0.8%
1354.42
292
0.8%
1739.5
287
0.8%
1229.05
282
0.8%
1445.5
265
0.7%
1375.88
261
0.7%
1304.94
259
0.7%
SMALLEST VALUES
40.12
39
0.1%
41.33
54
0.2%
45.29
71
0.2%
57.12
43
0.1%
150.0
82
0.2%
165.63
65
0.2%
167.6
53
0.1%
202.92
59
0.2%
205.98
57
0.2%
218.5
40
0.1%
235.26
65
0.2%
249.61
81
0.2%
257.98
86
0.2%
264.34
182
0.5%
270.3
59
0.2%
LARGEST VALUES
1768.31
75
0.2%
1754.53
58
0.2%
1749.43
44
0.1%
1745.5
64
0.2%
1743.69
84
0.2%
1743.12
65
0.2%
1743.0
64
0.2%
1742.12
156
0.4%
1741.64
110
0.3%
1741.45
66
0.2%
1739.56
108
0.3%
1739.5
287
0.8%
1739.0
13
<0.1%
1738.5
2,191
6.1%
1738.39
91
0.3%
median_days_since_creation
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
avg_days_since_creation
0.89
percent_students_viewed
-0.71
student_total_views
-0.69
percent_modules_viewed
-0.62
min_days_since_creation
0.58
log_total_views
-0.52
teacher_total_hours
0.49
percent_students_interacted
-0.49
total_modules
-0.47
modules_viewed
-0.45
percent_modules_viewed_interacciones_de_estudiantes
-0.43
std_views_per_module
-0.43
student_total_interactions
-0.42
teacher_total_views
-0.39

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_total_subjects
0.58
teacher_experiencia_ficc_percentil
0.48
intensidad
0.32
modules_participated
0.29
teacher_nivel_educativo_2
0.28
teacher_nivel_educativo_0
0.22
teacher_rol_adicional_2
0.21
year
0.19
median_views_per_module
0.15
median_interactions_per_student
0.13
teacher_rol_adicional_1
0.12
period
0.09
percent_in_english
0.09
teacher_rol_adicional_0
0.08
MOST FREQUENT VALUES
1528.5
2,866
8.0%
1444.5
2,752
7.7%
1374.5
2,700
7.5%
1738.5
2,438
6.8%
1595.0
1,940
5.4%
-3.0
1,006
2.8%
1371.0
766
2.1%
1441.0
760
2.1%
1367.5
601
1.7%
1521.5
568
1.6%
1588.0
563
1.6%
1736.0
543
1.5%
1372.0
535
1.5%
1596.0
486
1.4%
1589.0
484
1.3%
SMALLEST VALUES
-4.0
139
0.4%
-3.5
68
0.2%
-3.0
1,006
2.8%
-1.0
256
0.7%
2.0
237
0.7%
2.5
75
0.2%
3.0
324
0.9%
3.5
65
0.2%
4.0
193
0.5%
7.0
58
0.2%
8.0
24
<0.1%
11.0
134
0.4%
13.0
28
<0.1%
14.0
155
0.4%
15.0
21
<0.1%
LARGEST VALUES
1768.0
75
0.2%
1753.5
149
0.4%
1751.5
167
0.5%
1748.0
66
0.2%
1745.5
64
0.2%
1743.0
64
0.2%
1742.0
177
0.5%
1741.0
121
0.3%
1739.5
287
0.8%
1738.5
2,438
6.8%
1736.0
543
1.5%
1735.0
143
0.4%
1734.0
139
0.4%
1731.5
322
0.9%
1729.0
21
<0.1%
median_days_since_last_update
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
id_most_late_opened_module
-0.30
teacher_total_views
-0.30
min_days_since_creation
0.26
avg_days_since_creation
0.24
num_teacher_views_before_planned_start_date
-0.24
teacher_experiencia_nivel_ficc
0.23
max_days_since_creation
0.23
id_docente
-0.20
percent_students_viewed
-0.20
teacher_experiencia_total_percentil
0.19
count_evaluation
0.19
median_days_since_creation
0.18
percent_updated
0.17
teacher_total_hours
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
percent_in_english
0.41
count_in_english
0.41
teacher_experiencia_ficc_percentil
0.34
teacher_total_subjects
0.30
intensidad
0.28
teacher_sede_0
0.26
year
0.19
teacher_rol_adicional_2
0.18
teacher_rol_adicional_1
0.17
teacher_nivel_educativo_2
0.17
teacher_nivel_educativo_0
0.15
median_interactions_per_student
0.13
period
0.10
tipo_vivienda_1
0.09
MOST FREQUENT VALUES
-1.0
7,134
19.9%
0.0
6,755
18.8%
-3.0
1,795
5.0%
-4.0
1,710
4.8%
-0.5
1,449
4.0%
-2.0
1,273
3.5%
1.0
1,106
3.1%
364.0
1,053
2.9%
-1.5
546
1.5%
-7.0
531
1.5%
57.54779946024497
399
1.1%
2.0
380
1.1%
-10.0
350
1.0%
-3.5
325
0.9%
-8.0
312
0.9%
SMALLEST VALUES
-221.5
38
0.1%
-217.0
28
<0.1%
-213.0
24
<0.1%
-196.0
24
<0.1%
-143.5
21
<0.1%
-143.0
77
0.2%
-141.0
28
<0.1%
-127.5
28
<0.1%
-126.0
39
0.1%
-114.4
5
<0.1%
-86.5
53
0.1%
-77.0
47
0.1%
-75.5
51
0.1%
-72.0
57
0.2%
-67.5
60
0.2%
LARGEST VALUES
1087.0
44
0.1%
1059.0
51
0.1%
1055.5
56
0.2%
1048.0
54
0.2%
729.0
64
0.2%
728.5
99
0.3%
728.0
87
0.2%
727.5
85
0.2%
725.5
63
0.2%
720.5
47
0.1%
656.0
58
0.2%
634.2
4
<0.1%
509.4
3
<0.1%
436.9
15
<0.1%
436.3
2
<0.1%
percent_evaluation
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
count_evaluation
0.84
avg_days_since_creation
-0.39
percent_students_interacted
0.39
median_days_since_creation
-0.35
student_total_interactions
0.32
percent_updated
-0.31
student_total_views
0.31
avg_interactions_per_student
0.29
percent_collaboration
0.28
min_days_since_creation
-0.27
avg_views_per_student
0.25
percent_modules_participated
0.25
teacher_total_hours
-0.24
std_views_per_module
0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
percent_in_english
0.52
count_in_english
0.52
teacher_total_subjects
0.49
median_interactions_per_student
0.31
intensidad
0.28
modules_participated
0.23
teacher_experiencia_ficc_percentil
0.20
teacher_nivel_educativo_0
0.17
teacher_nivel_educativo_1
0.14
teacher_rol_adicional_2
0.11
teacher_sede_0
0.09
teacher_nivel_educativo_2
0.08
period
0.07
median_views_per_module
0.06
MOST FREQUENT VALUES
0.0
30,019
83.6%
0.05
616
1.7%
0.27
495
1.4%
0.07
482
1.3%
0.06
397
1.1%
0.11
312
0.9%
0.1
294
0.8%
0.08
256
0.7%
0.13
237
0.7%
0.17
223
0.6%
0.12
215
0.6%
0.2
197
0.5%
0.21
195
0.5%
0.24
161
0.4%
0.18
157
0.4%
SMALLEST VALUES
0.0
30,019
83.6%
0.02
93
0.3%
0.03
114
0.3%
0.04
141
0.4%
0.05
616
1.7%
0.06
397
1.1%
0.07
482
1.3%
0.08
256
0.7%
0.09
138
0.4%
0.1
294
0.8%
0.11
312
0.9%
0.12
215
0.6%
0.13
237
0.7%
0.14
139
0.4%
0.15
110
0.3%
LARGEST VALUES
0.4
85
0.2%
0.38
51
0.1%
0.36
154
0.4%
0.34
44
0.1%
0.33
54
0.2%
0.31
18
<0.1%
0.3
52
0.1%
0.29
126
0.4%
0.27
495
1.4%
0.26
54
0.2%
0.25
84
0.2%
0.24
161
0.4%
0.22
92
0.3%
0.21
195
0.5%
0.2
197
0.5%
percent_collaboration
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
percent_interactive
0.35
count_evaluation
0.31
percent_evaluation
0.28
total_modules
0.25
teacher_total_updates
0.17
min_days_since_creation
-0.16
avg_days_since_creation
-0.15
teacher_total_views
0.15
teacher_unique_students_count
-0.14
id_least_viewed_module
-0.14
id_asignatura
0.14
days_before_start
0.14
percent_students_interacted
0.12
num_modules_updated
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_total_subjects
0.18
teacher_nivel_educativo_1
0.12
intensidad
0.12
teacher_rol_adicional_2
0.11
count_in_english
0.10
percent_in_english
0.10
teacher_rol_adicional_1
0.09
modules_participated
0.08
period
0.08
teacher_sede_0
0.07
year
0.06
teacher_nivel_educativo_2
0.06
teacher_experiencia_ficc_percentil
0.06
median_interactions_per_student
0.05
MOST FREQUENT VALUES
0.0
33,030
92.0%
0.05
453
1.3%
0.02
443
1.2%
0.03
352
1.0%
0.04
314
0.9%
0.06
308
0.9%
0.11
235
0.7%
0.1
151
0.4%
0.07
147
0.4%
0.09
123
0.3%
0.08
113
0.3%
0.12
67
0.2%
0.23
62
0.2%
0.19
51
0.1%
0.14
44
0.1%
SMALLEST VALUES
0.0
33,030
92.0%
0.02
443
1.2%
0.03
352
1.0%
0.04
314
0.9%
0.05
453
1.3%
0.06
308
0.9%
0.07
147
0.4%
0.08
113
0.3%
0.09
123
0.3%
0.1
151
0.4%
0.11
235
0.7%
0.12
67
0.2%
0.14
44
0.1%
0.19
51
0.1%
0.23
62
0.2%
LARGEST VALUES
0.23
62
0.2%
0.19
51
0.1%
0.14
44
0.1%
0.12
67
0.2%
0.11
235
0.7%
0.1
151
0.4%
0.09
123
0.3%
0.08
113
0.3%
0.07
147
0.4%
0.06
308
0.9%
0.05
453
1.3%
0.04
314
0.9%
0.03
352
1.0%
0.02
443
1.2%
0.0
33,030
92.0%
percent_in_english
MISSING:
---
TOP CATEGORIES
0.0
35,006
98%
0.27
495
1%
0.03
71
<1%
0.09
56
<1%
0.07
55
<1%
0.13
51
<1%
0.08
50
<1%
0.12
44
<1%
0.05
36
<1%
0.04
29
<1%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
percent_in_english
PROVIDES INFORMATION ON...
count_in_english
1.00
teacher_nivel_educativo_2
0.04
median_interactions_per_student
0.04
teacher_nivel_educativo_0
0.03
teacher_rol_adicional_1
0.03
teacher_rol_adicional_2
0.03
teacher_total_subjects
0.02
teacher_experiencia_ficc_percentil
0.02
teacher_sede_0
0.02
period
0.02
intensidad
0.02
jornada_preferida_2
0.01
medio_transporte_0
0.01
modules_participated
0.01

THESE FEATURES
GIVE INFORMATION
ON percent_in_english:
count_in_english
0.96
teacher_total_subjects
0.22
teacher_experiencia_ficc_percentil
0.21
period
0.17
intensidad
0.15
teacher_nivel_educativo_2
0.14
teacher_rol_adicional_1
0.10
teacher_rol_adicional_2
0.09
teacher_nivel_educativo_0
0.08
teacher_sede_0
0.08
median_interactions_per_student
0.08
jornada_preferida_2
0.03
dia_preferido_1
0.03
dia_preferido_0
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
percent_in_english
CORRELATION RATIO WITH...
count_evaluation
0.57
percent_evaluation
0.52
median_days_since_last_update
0.41
teacher_total_updates
0.38
num_modules_updated
0.36
teacher_age
0.29
percent_updated
0.28
total_modules
0.28
teacher_total_hours
0.25
skew_views
0.20
teacher_unique_students_count
0.18
teacher_experiencia_total_percentil
0.18
id_least_viewed_module
0.15
edad_estudiante
0.15
percent_interactive
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
teacher_total_updates
0.48
id_least_viewed_module
-0.38
percent_collaboration
0.35
percent_students_interacted
0.27
total_modules
0.23
id_most_late_opened_module
-0.19
count_evaluation
0.19
percent_students_viewed
0.17
edad_estudiante
-0.15
percent_evaluation
0.14
modules_viewed
0.14
student_total_views
0.14
log_total_views
0.14
days_before_start
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
intensidad
0.21
teacher_experiencia_ficc_percentil
0.19
modules_participated
0.19
teacher_rol_adicional_2
0.11
teacher_total_subjects
0.11
period
0.10
teacher_rol_adicional_1
0.09
teacher_nivel_educativo_1
0.08
median_views_per_module
0.07
median_interactions_per_student
0.07
teacher_nivel_educativo_0
0.06
year
0.06
teacher_nivel_educativo_2
0.06
jornada_preferida_2
0.05
MOST FREQUENT VALUES
0.0
33,689
93.9%
0.05
813
2.3%
0.04
338
0.9%
0.11
139
0.4%
0.1
131
0.4%
0.06
129
0.4%
0.12
121
0.3%
0.07
79
0.2%
0.03
77
0.2%
0.02
72
0.2%
0.15
71
0.2%
0.17
62
0.2%
0.21
60
0.2%
0.16
51
0.1%
0.13
32
<0.1%
SMALLEST VALUES
0.0
33,689
93.9%
0.02
72
0.2%
0.03
77
0.2%
0.04
338
0.9%
0.05
813
2.3%
0.06
129
0.4%
0.07
79
0.2%
0.1
131
0.4%
0.11
139
0.4%
0.12
121
0.3%
0.13
32
<0.1%
0.15
71
0.2%
0.16
51
0.1%
0.17
62
0.2%
0.18
29
<0.1%
LARGEST VALUES
0.21
60
0.2%
0.18
29
<0.1%
0.17
62
0.2%
0.16
51
0.1%
0.15
71
0.2%
0.13
32
<0.1%
0.12
121
0.3%
0.11
139
0.4%
0.1
131
0.4%
0.07
79
0.2%
0.06
129
0.4%
0.05
813
2.3%
0.04
338
0.9%
0.03
77
0.2%
0.02
72
0.2%
percent_updated
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
num_modules_updated
0.68
median_days_since_creation
0.33
teacher_experiencia_total_percentil
-0.33
percent_evaluation
-0.31
avg_days_since_creation
0.29
student_total_views
-0.28
teacher_age
-0.27
num_teacher_views_before_planned_start_date
0.25
percent_students_interacted
-0.24
percent_modules_viewed
-0.22
student_total_interactions
-0.22
edad_estudiante
-0.22
count_evaluation
-0.21
teacher_total_hours
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_total_subjects
0.46
percent_in_english
0.28
count_in_english
0.28
median_interactions_per_student
0.25
teacher_experiencia_ficc_percentil
0.19
teacher_rol_adicional_2
0.15
modules_participated
0.15
teacher_sede_0
0.13
period
0.12
teacher_nivel_educativo_0
0.10
intensidad
0.09
teacher_rol_adicional_0
0.08
teacher_nivel_educativo_1
0.08
teacher_rol_adicional_1
0.07
MOST FREQUENT VALUES
1.0
8,116
22.6%
0.88
2,844
7.9%
0.0
1,833
5.1%
0.94
1,639
4.6%
0.75
1,577
4.4%
0.5
1,304
3.6%
0.69
1,088
3.0%
0.56
1,018
2.8%
0.81
972
2.7%
0.62
842
2.3%
0.95
644
1.8%
0.44
607
1.7%
0.67
600
1.7%
0.72
600
1.7%
0.89
542
1.5%
SMALLEST VALUES
0.0
1,833
5.1%
0.02
151
0.4%
0.03
13
<0.1%
0.05
68
0.2%
0.06
164
0.5%
0.07
54
0.2%
0.08
108
0.3%
0.1
59
0.2%
0.11
100
0.3%
0.12
305
0.8%
0.13
149
0.4%
0.14
106
0.3%
0.15
44
0.1%
0.17
390
1.1%
0.18
150
0.4%
LARGEST VALUES
1.0
8,116
22.6%
0.98
154
0.4%
0.97
126
0.4%
0.96
229
0.6%
0.95
644
1.8%
0.94
1,639
4.6%
0.93
186
0.5%
0.92
28
<0.1%
0.91
151
0.4%
0.9
257
0.7%
0.89
542
1.5%
0.88
2,844
7.9%
0.87
180
0.5%
0.86
401
1.1%
0.85
331
0.9%
num_students
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
teacher_unique_students_count
0.28
count_login
0.17
num_teacher_views_before_planned_start_date
-0.14
teacher_total_views
-0.14
total_modules
-0.14
percent_modules_viewed
0.13
median_days_since_last_update
0.13
id_most_late_opened_module
-0.12
count_evaluation
-0.11
min_days_since_creation
0.10
teacher_total_updates
-0.10
students_viewed_least_module
0.10
teacher_experiencia_nivel_ficc
0.10
estrato
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_sede_0
0.37
jornada_preferida_2
0.23
jornada_preferida_1
0.22
teacher_nivel_educativo_0
0.22
actividades_extracurriculares_3
0.19
actividades_extracurriculares_2
0.19
dia_preferido_2
0.17
tipo_vivienda_1
0.16
dia_preferido_0
0.16
proyección_vocacional_1
0.15
percent_in_english
0.14
familia_0
0.14
proyección_vocacional_2
0.13
apoyo_familiar_1
0.13
MOST FREQUENT VALUES
17
8,104
22.6%
16
5,459
15.2%
22
4,910
13.7%
15
4,503
12.5%
18
2,732
7.6%
20
2,299
6.4%
13
2,162
6.0%
12
1,238
3.4%
21
1,192
3.3%
10
833
2.3%
7
762
2.1%
24
712
2.0%
14
527
1.5%
9
180
0.5%
4
169
0.5%
SMALLEST VALUES
4
169
0.5%
7
762
2.1%
8
111
0.3%
9
180
0.5%
10
833
2.3%
12
1,238
3.4%
13
2,162
6.0%
14
527
1.5%
15
4,503
12.5%
16
5,459
15.2%
17
8,104
22.6%
18
2,732
7.6%
20
2,299
6.4%
21
1,192
3.3%
22
4,910
13.7%
LARGEST VALUES
24
712
2.0%
22
4,910
13.7%
21
1,192
3.3%
20
2,299
6.4%
18
2,732
7.6%
17
8,104
22.6%
16
5,459
15.2%
15
4,503
12.5%
14
527
1.5%
13
2,162
6.0%
12
1,238
3.4%
10
833
2.3%
9
180
0.5%
8
111
0.3%
7
762
2.1%
avg_views_per_student
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
median_views_per_student
0.82
avg_interactions_per_student
0.57
percent_evaluation
0.25
percent_students_interacted
0.23
student_total_views
0.22
std_views_per_module
0.21
student_total_interactions
0.19
avg_days_since_creation
-0.18
median_days_since_creation
-0.18
percent_modules_participated
0.17
std_interactions_per_module
0.15
count_evaluation
0.14
min_days_since_creation
-0.14
percent_modules_viewed
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
median_interactions_per_student
0.32
teacher_total_subjects
0.21
intensidad
0.16
modules_participated
0.14
teacher_experiencia_ficc_percentil
0.12
year
0.11
teacher_nivel_educativo_1
0.09
percent_in_english
0.07
teacher_nivel_educativo_0
0.06
count_in_english
0.06
dia_preferido_1
0.06
dia_preferido_2
0.05
teacher_rol_adicional_2
0.05
median_views_per_module
0.05
MOST FREQUENT VALUES
1.0
8,693
24.2%
2.0
2,015
5.6%
1.3333333333333333
1,966
5.5%
4.073170731707317
1,590
4.4%
1.5
1,370
3.8%
1.681159420289855
1,136
3.2%
3.0
1,042
2.9%
1.6666666666666667
653
1.8%
2.5
608
1.7%
1.25
604
1.7%
1.4
507
1.4%
1.75
504
1.4%
1.7866140879608403
399
1.1%
4.0
276
0.8%
2.63796394485684
263
0.7%
SMALLEST VALUES
1.0
8,693
24.2%
1.04
3
<0.1%
1.05
4
<0.1%
1.0666666666666669
22
<0.1%
1.0727272727272728
4
<0.1%
1.08
2
<0.1%
1.085714285714286
15
<0.1%
1.0909090909090908
85
0.2%
1.1
103
0.3%
1.1176470588235294
54
0.2%
1.12
4
<0.1%
1.125
100
0.3%
1.1333333333333333
9
<0.1%
1.136231884057971
25
<0.1%
1.1393939393939392
4
<0.1%
LARGEST VALUES
14.0
62
0.2%
8.8
8
<0.1%
8.444444444444445
85
0.2%
8.166666666666666
13
<0.1%
6.75
82
0.2%
6.0
5
<0.1%
5.533333333333333
82
0.2%
5.5
21
<0.1%
5.0
19
<0.1%
4.720588235294118
66
0.2%
4.313253012048193
58
0.2%
4.073170731707317
1,590
4.4%
4.032258064516129
62
0.2%
4.0
276
0.8%
3.875
76
0.2%
median_views_per_student
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
avg_views_per_student
0.82
avg_interactions_per_student
0.29
percent_evaluation
0.21
percent_modules_participated
0.11
teacher_age
0.11
std_views_per_module
0.10
total_modules
-0.09
percent_students_interacted
0.08
student_total_interactions
0.08
num_modules_updated
-0.08
id_least_viewed_module
0.08
count_evaluation
0.08
teacher_total_hours
-0.07
id_asignatura
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
median_interactions_per_student
0.43
teacher_total_subjects
0.12
intensidad
0.12
percent_in_english
0.09
count_in_english
0.09
teacher_experiencia_ficc_percentil
0.09
year
0.08
teacher_nivel_educativo_0
0.08
modules_participated
0.08
teacher_rol_adicional_1
0.07
teacher_nivel_educativo_1
0.07
dia_preferido_1
0.06
año_ingreso
0.05
dia_preferido_2
0.05
MOST FREQUENT VALUES
1.0
20,321
56.6%
2.0
8,105
22.6%
1.5
1,541
4.3%
3.0
1,203
3.4%
1.4
756
2.1%
1.8
704
2.0%
1.6
637
1.8%
2.5
459
1.3%
1.2
449
1.3%
1.484267688867593
399
1.1%
2.2
220
0.6%
4.0
179
0.5%
5.5
103
0.3%
9.0
98
0.3%
2.4
92
0.3%
SMALLEST VALUES
1.0
20,321
56.6%
1.1
22
<0.1%
1.2
449
1.3%
1.3
39
0.1%
1.4
756
2.1%
1.484267688867593
399
1.1%
1.5
1,541
4.3%
1.6
637
1.8%
1.7
15
<0.1%
1.8
704
2.0%
1.9
65
0.2%
2.0
8,105
22.6%
2.1
60
0.2%
2.2
220
0.6%
2.3
9
<0.1%
LARGEST VALUES
14.0
62
0.2%
9.0
98
0.3%
8.8
8
<0.1%
6.0
19
<0.1%
5.5
103
0.3%
5.0
44
0.1%
4.8
5
<0.1%
4.5
53
0.1%
4.2
9
<0.1%
4.0
179
0.5%
3.6
5
<0.1%
3.5
75
0.2%
3.4
4
<0.1%
3.0
1,203
3.4%
2.8
54
0.2%
avg_interactions_per_student
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
avg_views_per_student
0.57
student_total_interactions
0.44
percent_students_interacted
0.43
median_views_per_student
0.29
percent_evaluation
0.29
std_interactions_per_module
0.28
percent_modules_participated
0.28
id_most_late_opened_module
-0.24
skew_views
-0.21
student_total_views
0.20
days_before_start
0.19
num_modules_updated
-0.18
num_teacher_views_before_planned_start_date
-0.17
median_days_since_last_update
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
median_interactions_per_student
0.45
modules_participated
0.27
teacher_total_subjects
0.24
teacher_sede_0
0.16
intensidad
0.12
year
0.11
teacher_experiencia_ficc_percentil
0.09
participación_clase_0
0.07
teacher_nivel_educativo_2
0.07
participación_clase_1
0.07
tipo_vivienda_1
0.07
proyección_vocacional_2
0.06
dia_preferido_2
0.06
proyección_vocacional_0
0.06
MOST FREQUENT VALUES
0.0
26,230
73.1%
0.7560975609756098
1,590
4.4%
0.5555555555555556
889
2.5%
0.0628005374059145
399
1.1%
0.3333333333333333
324
0.9%
0.3024390243902439
315
0.9%
0.1512195121951219
254
0.7%
0.1
239
0.7%
0.6048780487804878
222
0.6%
0.2
211
0.6%
0.4536585365853659
211
0.6%
0.3970588235294117
182
0.5%
0.5
172
0.5%
0.3
151
0.4%
0.4693877551020408
135
0.4%
SMALLEST VALUES
0.0
26,230
73.1%
0.0193548387096774
22
<0.1%
0.0242424242424242
2
<0.1%
0.0268292682926829
7
<0.1%
0.0303030303030302
8
<0.1%
0.0303030303030303
81
0.2%
0.0344827586206896
67
0.2%
0.0357142857142857
87
0.2%
0.0428571428571428
4
<0.1%
0.0476190476190476
40
0.1%
0.0483870967741935
55
0.2%
0.05
55
0.2%
0.0617283950617283
59
0.2%
0.0628005374059145
399
1.1%
0.064516129032258
5
<0.1%
LARGEST VALUES
2.5
13
<0.1%
2.111111111111111
85
0.2%
1.3846153846153846
19
<0.1%
1.3333333333333333
82
0.2%
1.305084745762712
98
0.3%
1.1349206349206349
77
0.2%
1.0240963855421688
89
0.2%
1.0
9
<0.1%
0.9411764705882352
66
0.2%
0.907936507936508
3
<0.1%
0.8571428571428571
59
0.2%
0.7560975609756098
1,590
4.4%
0.7159891598915988
81
0.2%
0.7142857142857143
37
0.1%
0.7048780487804878
105
0.3%
median_interactions_per_student
MISSING:
---
TOP CATEGORIES
0.0
34,027
95%
0.1
437
1%
0.0125379332375019
399
1%
0.3
364
1%
0.2
338
<1%
0.4
111
<1%
0.5
110
<1%
3.0
98
<1%
1.2
9
<1%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
median_interactions_per_student
PROVIDES INFORMATION ON...
count_in_english
0.08
percent_in_english
0.08
país_origen_0
0.05
modules_participated
0.02
teacher_experiencia_ficc_percentil
0.02
year
0.02
teacher_nivel_educativo_0
0.02
median_views_per_module
0.02
teacher_total_subjects
0.01
teacher_rol_adicional_1
0.01
país_origen_2
0.01
teacher_nivel_educativo_2
0.01
actividades_extracurriculares_3
0.01
medio_transporte_0
0.01

THESE FEATURES
GIVE INFORMATION
ON median_interactions_per_student:
teacher_experiencia_ficc_percentil
0.09
teacher_total_subjects
0.07
intensidad
0.04
percent_in_english
0.04
count_in_english
0.04
period
0.04
year
0.03
teacher_nivel_educativo_0
0.03
actividades_extracurriculares_3
0.02
teacher_rol_adicional_1
0.02
tipo_vivienda_1
0.02
familia_1
0.02
teacher_nivel_educativo_2
0.02
actividades_extracurriculares_2
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
median_interactions_per_student
CORRELATION RATIO WITH...
avg_interactions_per_student
0.45
median_views_per_student
0.43
avg_views_per_student
0.32
percent_evaluation
0.31
id_least_viewed_module
0.29
percent_updated
0.25
id_most_late_opened_module
0.23
teacher_age
0.21
percent_modules_participated
0.20
num_modules_updated
0.20
days_before_start
0.19
skew_views
0.18
teacher_experiencia_total_percentil
0.16
percent_students_viewed
0.16
id_least_viewed_module
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
days_before_start
-0.42
percent_interactive
-0.38
teacher_total_updates
-0.32
id_most_late_opened_module
0.28
avg_interactions_per_student
-0.16
percent_collaboration
-0.14
students_viewed_least_module
0.12
median_days_since_creation
-0.11
id_docente
0.11
percent_students_viewed
0.11
avg_days_since_creation
-0.10
percent_modules_viewed
0.10
estrato
-0.10
avg_views_per_student
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
median_interactions_per_student
0.29
period
0.16
percent_in_english
0.15
count_in_english
0.15
teacher_experiencia_ficc_percentil
0.12
intensidad
0.10
teacher_total_subjects
0.08
jornada_preferida_2
0.07
jornada_preferida_1
0.06
teacher_nivel_educativo_2
0.06
median_views_per_module
0.05
teacher_rol_adicional_0
0.05
teacher_sede_0
0.05
año_ingreso
0.05
MOST FREQUENT VALUES
134378.0
1,590
4.4%
142248.0
1,136
3.2%
84154.0
889
2.5%
132172.17760741097
399
1.1%
142213.0
280
0.8%
139100.0
263
0.7%
128300.0
225
0.6%
140674.0
192
0.5%
137526.0
182
0.5%
140897.0
182
0.5%
137311.0
175
0.5%
135952.0
170
0.5%
127732.0
152
0.4%
130771.0
151
0.4%
135956.0
148
0.4%
SMALLEST VALUES
15121.0
104
0.3%
20539.0
60
0.2%
23403.0
66
0.2%
34765.0
34
<0.1%
36301.4
22
<0.1%
39526.0
67
0.2%
58416.0
32
<0.1%
61749.0
102
0.3%
65452.0
58
0.2%
68191.0
116
0.3%
68201.0
29
<0.1%
68831.0
19
<0.1%
71282.0
21
<0.1%
74500.0
91
0.3%
74576.2
8
<0.1%
LARGEST VALUES
151383.0
29
<0.1%
151269.0
82
0.2%
151040.0
60
0.2%
150893.0
73
0.2%
150873.0
85
0.2%
150864.0
86
0.2%
150736.0
19
<0.1%
150573.0
81
0.2%
150494.0
68
0.2%
150421.0
62
0.2%
150152.0
94
0.3%
149920.0
102
0.3%
149896.0
72
0.2%
149751.0
18
<0.1%
149499.0
128
0.4%
students_viewed_least_module
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
percent_modules_viewed
0.38
percent_modules_viewed_interacciones_de_estudiantes
0.24
skew_views
-0.23
percent_students_viewed
0.21
teacher_age
0.19
days_before_start
-0.18
iqr_views
0.18
total_modules
-0.18
num_modules_updated
-0.16
teacher_experiencia_nivel_ficc
0.16
median_days_since_creation
-0.15
avg_days_since_creation
-0.15
teacher_experiencia_total_percentil
0.14
num_teacher_views_before_planned_start_date
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
median_views_per_module
0.26
teacher_total_subjects
0.22
year
0.13
teacher_rol_adicional_1
0.13
teacher_nivel_educativo_0
0.11
period
0.10
teacher_sede_0
0.08
teacher_experiencia_ficc_percentil
0.08
median_interactions_per_student
0.07
teacher_nivel_educativo_2
0.07
demuestra_confianza_1
0.06
año_ingreso
0.06
jornada_preferida_2
0.05
jornada_preferida_1
0.05
MOST FREQUENT VALUES
1.0
29,077
81.0%
2.0
2,147
6.0%
3.0
1,695
4.7%
2.2
589
1.6%
1.4
555
1.5%
1.8
437
1.2%
1.2529947292764734
399
1.1%
2.6
349
1.0%
4.0
178
0.5%
5.0
126
0.4%
12.0
86
0.2%
18.0
73
0.2%
8.0
67
0.2%
1.6
52
0.1%
1.2
42
0.1%
SMALLEST VALUES
1.0
29,077
81.0%
1.2
42
0.1%
1.2529947292764734
399
1.1%
1.4
555
1.5%
1.6
52
0.1%
1.8
437
1.2%
2.0
2,147
6.0%
2.2
589
1.6%
2.6
349
1.0%
2.8
4
<0.1%
3.0
1,695
4.7%
3.8
17
<0.1%
4.0
178
0.5%
5.0
126
0.4%
8.0
67
0.2%
LARGEST VALUES
18.0
73
0.2%
12.0
86
0.2%
8.0
67
0.2%
5.0
126
0.4%
4.0
178
0.5%
3.8
17
<0.1%
3.0
1,695
4.7%
2.8
4
<0.1%
2.6
349
1.0%
2.2
589
1.6%
2.0
2,147
6.0%
1.8
437
1.2%
1.6
52
0.1%
1.4
555
1.5%
1.2529947292764734
399
1.1%
id_most_late_opened_module
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
percent_students_viewed
0.30
median_days_since_last_update
-0.30
id_least_viewed_module
0.28
min_days_since_creation
-0.28
avg_days_since_creation
-0.25
avg_interactions_per_student
-0.24
percent_modules_viewed
0.21
median_days_since_creation
-0.20
student_total_views
0.19
percent_interactive
-0.19
log_total_views
0.18
skew_views
0.18
days_before_start
-0.17
percent_modules_viewed_interacciones_de_estudiantes
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
intensidad
0.31
teacher_experiencia_ficc_percentil
0.28
median_interactions_per_student
0.23
teacher_total_subjects
0.18
teacher_sede_0
0.18
teacher_rol_adicional_2
0.17
teacher_rol_adicional_1
0.16
teacher_nivel_educativo_1
0.12
percent_in_english
0.12
count_in_english
0.11
teacher_nivel_educativo_0
0.09
teacher_nivel_educativo_2
0.09
teacher_rol_adicional_0
0.06
tipo_vivienda_1
0.06
MOST FREQUENT VALUES
128705
172
0.5%
34738
171
0.5%
127980
165
0.5%
99676
162
0.5%
34748
154
0.4%
99758
151
0.4%
29687
137
0.4%
99710
132
0.4%
30041
129
0.4%
31689
119
0.3%
128482
106
0.3%
128037
106
0.3%
33452
101
0.3%
128239
101
0.3%
129635
98
0.3%
SMALLEST VALUES
13362
54
0.2%
18746
23
<0.1%
18813
21
<0.1%
19234
61
0.2%
19721
40
0.1%
19727
45
0.1%
19957
70
0.2%
20955
61
0.2%
21251
44
0.1%
21467
55
0.2%
22281
53
0.1%
23265
97
0.3%
23313
50
0.1%
23457
59
0.2%
23626
59
0.2%
LARGEST VALUES
150893
73
0.2%
150525
59
0.2%
150421
59
0.2%
150152
88
0.2%
149908
82
0.2%
149890
72
0.2%
149881
82
0.2%
149873
85
0.2%
149751
10
<0.1%
149559
13
<0.1%
149499
60
0.2%
149177
78
0.2%
148869
44
0.1%
148645
34
<0.1%
148636
41
0.1%
days_before_start
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
id_least_viewed_module
-0.42
max_days_since_creation
-0.39
avg_interactions_per_student
0.19
students_viewed_least_module
-0.18
id_most_late_opened_module
-0.17
percent_updated
-0.15
teacher_age
-0.14
teacher_total_views
0.14
percent_collaboration
0.14
percent_interactive
0.13
count_login
0.13
teacher_total_hours
-0.11
percent_modules_viewed
-0.10
median_days_since_last_update
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
year
0.52
teacher_total_subjects
0.27
period
0.24
año_ingreso
0.23
median_interactions_per_student
0.19
teacher_experiencia_ficc_percentil
0.16
dia_preferido_0
0.11
teacher_nivel_educativo_0
0.10
teacher_rol_adicional_0
0.10
intensidad
0.08
teacher_nivel_educativo_1
0.06
proyección_vocacional_1
0.06
percent_in_english
0.06
median_views_per_module
0.05
MOST FREQUENT VALUES
-19754.0
6,057
16.9%
-19912.0
3,524
9.8%
-19975.0
3,373
9.4%
-19835.0
3,319
9.2%
-20122.0
2,429
6.8%
-19828.0
2,228
6.2%
-19919.0
902
2.5%
-19996.0
663
1.8%
-20136.0
648
1.8%
-20150.0
568
1.6%
-19982.0
566
1.6%
-20129.0
503
1.4%
-19765.0
492
1.4%
-19842.0
487
1.4%
-19863.0
483
1.3%
SMALLEST VALUES
-20171.0
146
0.4%
-20164.0
278
0.8%
-20157.0
354
1.0%
-20151.4
19
<0.1%
-20150.0
568
1.6%
-20144.4
5
<0.1%
-20143.0
354
1.0%
-20136.0
648
1.8%
-20129.0
503
1.4%
-20126.2
9
<0.1%
-20124.8
7
<0.1%
-20122.0
2,429
6.8%
-20080.0
9
<0.1%
-20063.2
3
<0.1%
-20045.0
4
<0.1%
LARGEST VALUES
-19754.0
6,057
16.9%
-19759.0
8
<0.1%
-19760.4
3
<0.1%
-19765.0
492
1.4%
-19768.8
25
<0.1%
-19770.2
102
0.3%
-19772.0
312
0.9%
-19779.0
333
0.9%
-19783.6
10
<0.1%
-19785.6
6
<0.1%
-19786.0
354
1.0%
-19786.4
266
0.7%
-19789.2
13
<0.1%
-19789.8
2
<0.1%
-19790.2
25
<0.1%
percent_students_viewed
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
percent_modules_viewed
0.83
student_total_views
0.81
avg_days_since_creation
-0.72
median_days_since_creation
-0.71
log_total_views
0.68
percent_modules_viewed_interacciones_de_estudiantes
0.58
modules_viewed
0.57
min_days_since_creation
-0.56
std_views_per_module
0.52
percent_students_interacted
0.51
student_total_interactions
0.40
teacher_total_hours
-0.39
total_modules
0.36
teacher_total_views
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_total_subjects
0.50
teacher_experiencia_ficc_percentil
0.42
intensidad
0.36
modules_participated
0.30
teacher_rol_adicional_2
0.22
median_views_per_module
0.19
median_interactions_per_student
0.16
teacher_rol_adicional_1
0.15
teacher_nivel_educativo_1
0.11
teacher_nivel_educativo_2
0.10
teacher_sede_0
0.10
percent_in_english
0.09
count_in_english
0.08
teacher_nivel_educativo_0
0.07
MOST FREQUENT VALUES
0.0
12,883
35.9%
0.06
2,938
8.2%
0.05
1,806
5.0%
0.12
1,499
4.2%
0.18
1,175
3.3%
0.07
1,097
3.1%
0.13
986
2.7%
0.2
710
2.0%
0.08
673
1.9%
0.14
651
1.8%
0.19
519
1.4%
0.23
497
1.4%
0.1
493
1.4%
0.25
473
1.3%
0.24
439
1.2%
SMALLEST VALUES
0.0
12,883
35.9%
0.04
329
0.9%
0.05
1,806
5.0%
0.06
2,938
8.2%
0.07
1,097
3.1%
0.08
673
1.9%
0.09
266
0.7%
0.1
493
1.4%
0.11
414
1.2%
0.12
1,499
4.2%
0.13
986
2.7%
0.14
651
1.8%
0.15
413
1.2%
0.17
330
0.9%
0.18
1,175
3.3%
LARGEST VALUES
1.0
294
0.8%
0.95
219
0.6%
0.94
148
0.4%
0.93
96
0.3%
0.92
40
0.1%
0.91
156
0.4%
0.89
72
0.2%
0.88
230
0.6%
0.87
117
0.3%
0.86
236
0.7%
0.85
59
0.2%
0.83
37
0.1%
0.82
46
0.1%
0.81
67
0.2%
0.8
55
0.2%
percent_students_interacted
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
student_total_interactions
0.83
student_total_views
0.65
std_interactions_per_module
0.53
percent_students_viewed
0.51
median_days_since_creation
-0.49
avg_days_since_creation
-0.47
percent_modules_viewed
0.45
percent_modules_participated
0.45
log_total_views
0.44
std_views_per_module
0.44
avg_interactions_per_student
0.43
percent_evaluation
0.39
modules_viewed
0.36
count_evaluation
0.34

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
modules_participated
0.61
teacher_total_subjects
0.42
teacher_experiencia_ficc_percentil
0.23
intensidad
0.18
teacher_rol_adicional_2
0.12
median_views_per_module
0.12
median_interactions_per_student
0.10
period
0.08
teacher_rol_adicional_1
0.08
teacher_nivel_educativo_1
0.08
teacher_sede_0
0.06
dia_preferido_0
0.04
nivel_motivación_1
0.03
year
0.03
MOST FREQUENT VALUES
0.0
32,886
91.6%
0.07
275
0.8%
0.06
270
0.8%
0.09
254
0.7%
0.13
216
0.6%
0.2
208
0.6%
0.41
178
0.5%
0.12
174
0.5%
0.29
138
0.4%
0.18
138
0.4%
0.14
127
0.4%
0.61
82
0.2%
0.55
77
0.2%
0.28
74
0.2%
0.25
69
0.2%
SMALLEST VALUES
0.0
32,886
91.6%
0.05
68
0.2%
0.06
270
0.8%
0.07
275
0.8%
0.09
254
0.7%
0.12
174
0.5%
0.13
216
0.6%
0.14
127
0.4%
0.15
40
0.1%
0.18
138
0.4%
0.2
208
0.6%
0.23
40
0.1%
0.24
65
0.2%
0.25
69
0.2%
0.28
74
0.2%
LARGEST VALUES
0.75
11
<0.1%
0.73
66
0.2%
0.67
37
0.1%
0.61
82
0.2%
0.55
77
0.2%
0.53
40
0.1%
0.5
59
0.2%
0.44
53
0.1%
0.43
29
<0.1%
0.41
178
0.5%
0.38
43
0.1%
0.35
57
0.2%
0.31
65
0.2%
0.3
54
0.2%
0.29
138
0.4%
percent_modules_viewed
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
student_total_views
0.84
percent_students_viewed
0.83
percent_modules_viewed_interacciones_de_estudiantes
0.67
avg_days_since_creation
-0.64
median_days_since_creation
-0.62
log_total_views
0.62
modules_viewed
0.54
std_views_per_module
0.53
percent_students_interacted
0.45
min_days_since_creation
-0.44
iqr_views
0.43
teacher_total_hours
-0.40
student_total_interactions
0.39
students_viewed_least_module
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_total_subjects
0.56
teacher_experiencia_ficc_percentil
0.34
median_views_per_module
0.33
intensidad
0.27
modules_participated
0.27
teacher_rol_adicional_2
0.18
median_interactions_per_student
0.12
teacher_nivel_educativo_1
0.09
teacher_rol_adicional_1
0.08
teacher_nivel_educativo_2
0.06
percent_in_english
0.05
count_in_english
0.04
dia_preferido_2
0.04
teacher_rol_adicional_0
0.04
MOST FREQUENT VALUES
0.0
12,883
35.9%
0.06
3,645
10.2%
0.12
2,166
6.0%
0.25
1,262
3.5%
0.19
863
2.4%
0.44
476
1.3%
0.29
462
1.3%
0.05
456
1.3%
0.28
439
1.2%
0.07
436
1.2%
0.5
408
1.1%
0.21
365
1.0%
0.11
334
0.9%
0.08
330
0.9%
0.27
295
0.8%
SMALLEST VALUES
0.0
12,883
35.9%
0.02
72
0.2%
0.03
51
0.1%
0.04
164
0.5%
0.05
456
1.3%
0.06
3,645
10.2%
0.07
436
1.2%
0.08
330
0.9%
0.09
188
0.5%
0.1
181
0.5%
0.11
334
0.9%
0.12
2,166
6.0%
0.14
247
0.7%
0.15
243
0.7%
0.16
126
0.4%
LARGEST VALUES
7.58
76
0.2%
6.93
71
0.2%
6.5
86
0.2%
6.23
89
0.2%
5.19
66
0.2%
5.17
55
0.2%
4.67
68
0.2%
4.4
62
0.2%
4.31
39
0.1%
4.29
125
0.3%
4.06
59
0.2%
3.89
85
0.2%
3.83
52
0.1%
3.59
60
0.2%
3.43
47
0.1%
total_modules
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
teacher_total_views
0.63
num_modules_updated
0.63
min_days_since_creation
-0.56
avg_days_since_creation
-0.55
num_teacher_views_before_planned_start_date
0.50
median_days_since_creation
-0.47
count_evaluation
0.46
teacher_total_updates
0.40
percent_students_viewed
0.36
skew_views
0.33
student_total_views
0.33
log_total_views
0.28
modules_viewed
0.28
teacher_age
-0.27

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_total_subjects
0.38
teacher_experiencia_ficc_percentil
0.34
percent_in_english
0.28
intensidad
0.28
teacher_sede_0
0.28
count_in_english
0.27
teacher_nivel_educativo_2
0.21
teacher_nivel_educativo_0
0.20
teacher_rol_adicional_1
0.15
modules_participated
0.13
median_interactions_per_student
0.12
teacher_rol_adicional_2
0.11
year
0.11
jornada_preferida_2
0.09
MOST FREQUENT VALUES
16
14,818
41.3%
17
1,890
5.3%
14
1,854
5.2%
18
1,710
4.8%
20
1,420
4.0%
19
1,024
2.9%
21
774
2.2%
24
767
2.1%
25
604
1.7%
12
571
1.6%
11
561
1.6%
28
515
1.4%
26
514
1.4%
8
510
1.4%
22
475
1.3%
SMALLEST VALUES
1
84
0.2%
2
150
0.4%
3
67
0.2%
4
155
0.4%
5
85
0.2%
6
266
0.7%
7
173
0.5%
8
510
1.4%
9
182
0.5%
10
143
0.4%
11
561
1.6%
12
571
1.6%
13
367
1.0%
14
1,854
5.2%
15
437
1.2%
LARGEST VALUES
65
44
0.1%
50
88
0.2%
49
54
0.2%
48
21
<0.1%
47
85
0.2%
46
173
0.5%
45
19
<0.1%
44
187
0.5%
43
355
1.0%
42
342
1.0%
41
331
0.9%
40
383
1.1%
39
274
0.8%
38
417
1.2%
37
380
1.1%
modules_viewed
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
percent_modules_viewed_interacciones_de_estudiantes
0.89
log_total_views
0.88
std_views_per_module
0.62
student_total_views
0.61
iqr_views
0.59
percent_students_viewed
0.57
percent_modules_viewed
0.54
relative_views_percentile
0.53
zscore_views
0.48
avg_days_since_creation
-0.45
median_days_since_creation
-0.45
percent_students_interacted
0.36
min_days_since_creation
-0.34
student_total_interactions
0.31

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
median_views_per_module
0.51
modules_participated
0.44
teacher_total_subjects
0.32
teacher_experiencia_ficc_percentil
0.25
intensidad
0.21
teacher_rol_adicional_2
0.14
teacher_rol_adicional_1
0.13
median_interactions_per_student
0.07
percent_in_english
0.06
teacher_sede_0
0.05
teacher_nivel_educativo_2
0.05
period
0.05
count_in_english
0.05
year
0.04
MOST FREQUENT VALUES
0
29,380
81.9%
1
2,398
6.7%
2
1,279
3.6%
3
752
2.1%
4
541
1.5%
5
324
0.9%
6
303
0.8%
7
237
0.7%
8
166
0.5%
9
123
0.3%
10
89
0.2%
11
67
0.2%
12
63
0.2%
13
41
0.1%
17
27
<0.1%
SMALLEST VALUES
0
29,380
81.9%
1
2,398
6.7%
2
1,279
3.6%
3
752
2.1%
4
541
1.5%
5
324
0.9%
6
303
0.8%
7
237
0.7%
8
166
0.5%
9
123
0.3%
10
89
0.2%
11
67
0.2%
12
63
0.2%
13
41
0.1%
14
22
<0.1%
LARGEST VALUES
24
5
<0.1%
22
4
<0.1%
21
1
<0.1%
20
5
<0.1%
19
21
<0.1%
18
9
<0.1%
17
27
<0.1%
16
16
<0.1%
15
20
<0.1%
14
22
<0.1%
13
41
0.1%
12
63
0.2%
11
67
0.2%
10
89
0.2%
9
123
0.3%
modules_participated
MISSING:
---
TOP CATEGORIES
0
35,176
98%
1
527
1%
2
130
<1%
3
47
<1%
4
5
<1%
5
4
<1%
6
4
<1%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
modules_participated
PROVIDES INFORMATION ON...
median_views_per_module
0.14
teacher_total_subjects
0.01
teacher_rol_adicional_2
0.01
teacher_experiencia_ficc_percentil
0.01
median_interactions_per_student
0.01
país_origen_1
0.01
intensidad
0.01
count_in_english
0.00
percent_in_english
0.00
medio_transporte_0
0.00
teacher_rol_adicional_0
0.00
país_origen_2
0.00
teacher_rol_adicional_1
0.00
país_origen_0
0.00

THESE FEATURES
GIVE INFORMATION
ON modules_participated:
teacher_total_subjects
0.18
teacher_experiencia_ficc_percentil
0.11
intensidad
0.08
median_views_per_module
0.07
teacher_rol_adicional_2
0.04
period
0.02
median_interactions_per_student
0.02
teacher_rol_adicional_1
0.01
teacher_nivel_educativo_1
0.01
teacher_sede_0
0.01
demuestra_confianza_2
0.01
demuestra_confianza_1
0.01
jornada_preferida_2
0.01
count_in_english
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
modules_participated
CORRELATION RATIO WITH...
percent_modules_participated
0.81
std_interactions_per_module
0.79
zscore_interactions
0.70
percent_students_interacted
0.61
std_views_per_module
0.55
student_total_interactions
0.49
log_total_views
0.48
modules_viewed
0.44
interaction_to_view_ratio
0.40
percent_modules_viewed_interacciones_de_estudiantes
0.40
student_total_views
0.39
iqr_views
0.37
percent_students_viewed
0.30
median_days_since_creation
0.29
percent_modules_viewed_interacciones_de_estudiantes
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
modules_viewed
0.89
log_total_views
0.86
iqr_views
0.73
std_views_per_module
0.70
percent_modules_viewed
0.67
percent_students_viewed
0.58
student_total_views
0.57
relative_views_percentile
0.54
zscore_views
0.50
avg_days_since_creation
-0.44
median_days_since_creation
-0.43
percent_modules_participated
0.38
std_interactions_per_module
0.33
min_days_since_creation
-0.32

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
median_views_per_module
0.60
modules_participated
0.40
teacher_total_subjects
0.37
teacher_experiencia_ficc_percentil
0.24
intensidad
0.20
teacher_rol_adicional_2
0.13
median_interactions_per_student
0.08
teacher_rol_adicional_1
0.07
teacher_nivel_educativo_1
0.06
teacher_nivel_educativo_2
0.05
percent_in_english
0.04
año_ingreso
0.04
count_in_english
0.04
teacher_rol_adicional_0
0.03
MOST FREQUENT VALUES
0.0
29,380
81.9%
0.0625
759
2.1%
0.125
297
0.8%
0.0714
200
0.6%
0.25
194
0.5%
0.0588
175
0.5%
0.0556
148
0.4%
0.1667
146
0.4%
0.1
144
0.4%
0.05
140
0.4%
0.0476
128
0.4%
0.5
118
0.3%
0.1429
111
0.3%
0.0526
109
0.3%
0.1111
104
0.3%
SMALLEST VALUES
0.0
29,380
81.9%
0.0154
3
<0.1%
0.02
11
<0.1%
0.0217
17
<0.1%
0.0227
11
<0.1%
0.0233
36
0.1%
0.0238
49
0.1%
0.0244
32
<0.1%
0.025
35
<0.1%
0.0256
17
<0.1%
0.0263
71
0.2%
0.027
28
<0.1%
0.0278
26
<0.1%
0.0286
4
<0.1%
0.0294
43
0.1%
LARGEST VALUES
0.7857
4
<0.1%
0.7647
3
<0.1%
0.7059
8
<0.1%
0.6857
5
<0.1%
0.68
9
<0.1%
0.6786
3
<0.1%
0.6667
7
<0.1%
0.6552
5
<0.1%
0.6522
5
<0.1%
0.6429
13
<0.1%
0.625
4
<0.1%
0.619
4
<0.1%
0.6154
1
<0.1%
0.6087
4
<0.1%
0.6071
4
<0.1%
percent_modules_participated
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_interactions_per_module
0.73
zscore_interactions
0.59
std_views_per_module
0.54
iqr_views
0.49
percent_students_interacted
0.45
percent_modules_viewed_interacciones_de_estudiantes
0.38
log_total_views
0.36
student_total_interactions
0.35
modules_viewed
0.30
avg_interactions_per_student
0.28
interaction_to_view_ratio
0.28
student_total_views
0.26
percent_evaluation
0.25
percent_modules_viewed
0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
modules_participated
0.81
median_views_per_module
0.33
median_interactions_per_student
0.20
teacher_total_subjects
0.20
teacher_experiencia_ficc_percentil
0.10
intensidad
0.08
teacher_rol_adicional_2
0.06
teacher_nivel_educativo_0
0.04
teacher_nivel_educativo_2
0.04
percent_in_english
0.04
count_in_english
0.04
period
0.04
teacher_sede_0
0.04
nivel_motivación_1
0.03
MOST FREQUENT VALUES
0.0
35,176
98.0%
0.04
62
0.2%
0.0244
54
0.2%
0.1429
52
0.1%
0.025
39
0.1%
0.0625
37
0.1%
0.0488
30
<0.1%
0.0263
26
<0.1%
0.0357
26
<0.1%
0.0333
25
<0.1%
0.0435
25
<0.1%
0.0476
20
<0.1%
0.0238
19
<0.1%
0.0455
17
<0.1%
0.125
17
<0.1%
SMALLEST VALUES
0.0
35,176
98.0%
0.0217
15
<0.1%
0.0238
19
<0.1%
0.0244
54
0.2%
0.025
39
0.1%
0.0256
2
<0.1%
0.0263
26
<0.1%
0.027
8
<0.1%
0.0286
11
<0.1%
0.0294
12
<0.1%
0.0323
9
<0.1%
0.0333
25
<0.1%
0.0345
16
<0.1%
0.0357
26
<0.1%
0.0385
3
<0.1%
LARGEST VALUES
0.4
8
<0.1%
0.2727
4
<0.1%
0.2083
4
<0.1%
0.2
6
<0.1%
0.1818
8
<0.1%
0.1622
4
<0.1%
0.1538
2
<0.1%
0.1429
52
0.1%
0.1333
3
<0.1%
0.125
17
<0.1%
0.1111
5
<0.1%
0.1071
10
<0.1%
0.1053
4
<0.1%
0.1034
8
<0.1%
0.1
5
<0.1%
median_views_per_module
MISSING:
---
TOP CATEGORIES
0.0
35,594
>99%
1.0
173
<1%
0.5
99
<1%
2.0
13
<1%
1.5
10
<1%
2.5
4
<1%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
median_views_per_module
PROVIDES INFORMATION ON...
modules_participated
0.07
teacher_total_subjects
0.01
intensidad
0.00
median_interactions_per_student
0.00
teacher_experiencia_ficc_percentil
0.00
teacher_rol_adicional_2
0.00
teacher_nivel_educativo_2
0.00
país_origen_1
0.00
teacher_nivel_educativo_0
0.00
count_in_english
0.00
percent_in_english
0.00
teacher_rol_adicional_1
0.00
teacher_rol_adicional_0
0.00
zona_vivienda_0
0.00

THESE FEATURES
GIVE INFORMATION
ON median_views_per_module:
modules_participated
0.14
teacher_total_subjects
0.14
intensidad
0.08
teacher_experiencia_ficc_percentil
0.08
period
0.03
teacher_rol_adicional_2
0.03
teacher_nivel_educativo_2
0.02
median_interactions_per_student
0.02
teacher_nivel_educativo_0
0.02
teacher_rol_adicional_1
0.01
teacher_nivel_educativo_1
0.01
teacher_sede_0
0.01
año_ingreso
0.01
nivel_motivación_1
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
median_views_per_module
CORRELATION RATIO WITH...
iqr_views
0.66
percent_modules_viewed_interacciones_de_estudiantes
0.60
modules_viewed
0.51
std_views_per_module
0.34
log_total_views
0.33
percent_modules_participated
0.33
percent_modules_viewed
0.33
students_viewed_least_module
0.26
zscore_interactions
0.26
std_interactions_per_module
0.25
zscore_views
0.22
relative_views_percentile
0.21
student_total_views
0.21
percent_students_viewed
0.19
std_views_per_module
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
log_total_views
0.81
percent_modules_viewed_interacciones_de_estudiantes
0.70
modules_viewed
0.62
student_total_views
0.55
std_interactions_per_module
0.55
percent_modules_participated
0.54
iqr_views
0.53
percent_modules_viewed
0.53
percent_students_viewed
0.52
relative_views_percentile
0.51
zscore_views
0.48
percent_students_interacted
0.44
avg_days_since_creation
-0.43
median_days_since_creation
-0.43

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
modules_participated
0.55
teacher_total_subjects
0.35
median_views_per_module
0.34
teacher_experiencia_ficc_percentil
0.23
intensidad
0.18
median_interactions_per_student
0.13
teacher_rol_adicional_2
0.12
teacher_nivel_educativo_1
0.07
teacher_nivel_educativo_0
0.06
año_ingreso
0.06
teacher_nivel_educativo_2
0.05
teacher_rol_adicional_1
0.04
percent_in_english
0.04
count_in_english
0.04
MOST FREQUENT VALUES
0.0
29,380
81.9%
0.25
583
1.6%
0.24
232
0.6%
0.22
181
0.5%
0.5
172
0.5%
0.34
135
0.4%
0.16
133
0.4%
0.27
126
0.4%
0.41
100
0.3%
0.75
91
0.3%
0.47
89
0.2%
0.2
88
0.2%
0.43
80
0.2%
0.32
79
0.2%
0.53
74
0.2%
SMALLEST VALUES
0.0
29,380
81.9%
0.12
3
<0.1%
0.14
7
<0.1%
0.15
72
0.2%
0.16
133
0.4%
0.17
34
<0.1%
0.18
21
<0.1%
0.19
27
<0.1%
0.2
88
0.2%
0.21
72
0.2%
0.22
181
0.5%
0.23
66
0.2%
0.24
232
0.6%
0.25
583
1.6%
0.26
53
0.1%
LARGEST VALUES
10.15
5
<0.1%
8.22
4
<0.1%
7.85
4
<0.1%
7.73
3
<0.1%
7.63
3
<0.1%
7.6
5
<0.1%
7.51
5
<0.1%
6.78
3
<0.1%
6.75
4
<0.1%
6.64
1
<0.1%
6.56
5
<0.1%
6.32
4
<0.1%
5.89
4
<0.1%
5.36
4
<0.1%
5.22
1
<0.1%
std_interactions_per_module
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
percent_modules_participated
0.73
zscore_interactions
0.61
interaction_to_view_ratio
0.56
std_views_per_module
0.55
percent_students_interacted
0.53
student_total_interactions
0.52
log_total_views
0.38
student_total_views
0.35
iqr_views
0.34
percent_modules_viewed_interacciones_de_estudiantes
0.33
modules_viewed
0.31
avg_interactions_per_student
0.28
median_days_since_creation
-0.26
percent_modules_viewed
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
modules_participated
0.79
median_views_per_module
0.25
teacher_total_subjects
0.23
teacher_experiencia_ficc_percentil
0.12
median_interactions_per_student
0.10
intensidad
0.09
teacher_rol_adicional_2
0.06
period
0.04
teacher_nivel_educativo_1
0.04
teacher_sede_0
0.04
demuestra_confianza_2
0.03
demuestra_confianza_1
0.03
jornada_preferida_2
0.02
dia_preferido_0
0.02
MOST FREQUENT VALUES
0.0
35,176
98.0%
1.13
44
0.1%
0.47
37
0.1%
0.22
32
<0.1%
0.16
24
<0.1%
0.51
24
<0.1%
0.4
22
<0.1%
0.6
21
<0.1%
0.55
21
<0.1%
1.25
21
<0.1%
0.46
17
<0.1%
1.34
15
<0.1%
0.75
15
<0.1%
0.2
15
<0.1%
0.63
14
<0.1%
SMALLEST VALUES
0.0
35,176
98.0%
0.15
6
<0.1%
0.16
24
<0.1%
0.19
9
<0.1%
0.2
15
<0.1%
0.21
8
<0.1%
0.22
32
<0.1%
0.23
3
<0.1%
0.24
5
<0.1%
0.28
4
<0.1%
0.31
4
<0.1%
0.32
14
<0.1%
0.36
4
<0.1%
0.38
5
<0.1%
0.4
22
<0.1%
LARGEST VALUES
4.69
2
<0.1%
4.22
4
<0.1%
4.06
3
<0.1%
3.78
5
<0.1%
3.43
1
<0.1%
2.97
3
<0.1%
2.94
1
<0.1%
2.5
1
<0.1%
2.33
4
<0.1%
2.3
8
<0.1%
2.29
3
<0.1%
2.21
4
<0.1%
1.89
3
<0.1%
1.86
3
<0.1%
1.82
3
<0.1%
interaction_to_view_ratio
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_interactions_per_module
0.56
student_total_interactions
0.33
zscore_interactions
0.30
percent_modules_participated
0.28
percent_students_interacted
0.28
student_total_views
0.18
std_views_per_module
0.16
log_total_views
0.15
avg_interactions_per_student
0.14
percent_students_viewed
0.13
median_days_since_creation
-0.12
avg_days_since_creation
-0.12
percent_modules_viewed
0.12
modules_viewed
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
modules_participated
0.40
teacher_total_subjects
0.11
teacher_experiencia_ficc_percentil
0.06
intensidad
0.04
median_views_per_module
0.04
teacher_rol_adicional_2
0.03
zona_vivienda_0
0.03
teacher_rol_adicional_1
0.02
teacher_nivel_educativo_1
0.02
median_interactions_per_student
0.02
period
0.02
teacher_sede_0
0.02
jornada_preferida_2
0.02
dia_preferido_1
0.01
MOST FREQUENT VALUES
0.0
35,176
98.0%
0.25
40
0.1%
0.4286
36
0.1%
0.1765
28
<0.1%
0.3333
27
<0.1%
0.2727
26
<0.1%
0.5556
18
<0.1%
0.5
18
<0.1%
0.15
17
<0.1%
0.2143
17
<0.1%
0.0714
17
<0.1%
0.0833
17
<0.1%
0.2
16
<0.1%
1.0
16
<0.1%
0.125
15
<0.1%
SMALLEST VALUES
0.0
35,176
98.0%
0.0167
4
<0.1%
0.0357
3
<0.1%
0.0455
2
<0.1%
0.05
8
<0.1%
0.0504
3
<0.1%
0.0526
4
<0.1%
0.0556
5
<0.1%
0.0588
5
<0.1%
0.0625
4
<0.1%
0.0667
5
<0.1%
0.0714
17
<0.1%
0.0732
2
<0.1%
0.0741
4
<0.1%
0.075
1
<0.1%
LARGEST VALUES
13.0
3
<0.1%
2.0769
4
<0.1%
1.7647
2
<0.1%
1.4
3
<0.1%
1.3333
4
<0.1%
1.25
4
<0.1%
1.0
16
<0.1%
0.95
3
<0.1%
0.8571
4
<0.1%
0.75
3
<0.1%
0.7273
4
<0.1%
0.7143
10
<0.1%
0.6364
3
<0.1%
0.6316
1
<0.1%
0.625
7
<0.1%
log_total_views
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
modules_viewed
0.88
percent_modules_viewed_interacciones_de_estudiantes
0.86
std_views_per_module
0.81
percent_students_viewed
0.68
student_total_views
0.67
relative_views_percentile
0.64
percent_modules_viewed
0.62
zscore_views
0.57
avg_days_since_creation
-0.53
median_days_since_creation
-0.52
iqr_views
0.50
percent_students_interacted
0.44
min_days_since_creation
-0.40
std_interactions_per_module
0.38

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
modules_participated
0.48
teacher_total_subjects
0.38
median_views_per_module
0.33
teacher_experiencia_ficc_percentil
0.30
intensidad
0.24
teacher_rol_adicional_2
0.16
teacher_rol_adicional_1
0.12
median_interactions_per_student
0.09
teacher_nivel_educativo_1
0.07
percent_in_english
0.07
count_in_english
0.06
teacher_sede_0
0.06
teacher_nivel_educativo_2
0.05
año_ingreso
0.05
MOST FREQUENT VALUES
0.0
29,380
81.9%
0.6931
1,595
4.4%
1.0986
952
2.7%
1.3863
617
1.7%
1.6094
502
1.4%
1.9459
308
0.9%
1.7918
295
0.8%
2.0794
238
0.7%
2.1972
221
0.6%
2.3979
180
0.5%
2.3026
163
0.5%
2.4849
149
0.4%
2.6391
143
0.4%
2.5649
103
0.3%
2.8904
102
0.3%
SMALLEST VALUES
0.0
29,380
81.9%
0.6931
1,595
4.4%
1.0986
952
2.7%
1.3863
617
1.7%
1.6094
502
1.4%
1.7918
295
0.8%
1.9459
308
0.9%
2.0794
238
0.7%
2.1972
221
0.6%
2.3026
163
0.5%
2.3979
180
0.5%
2.4849
149
0.4%
2.5649
103
0.3%
2.6391
143
0.4%
2.7081
95
0.3%
LARGEST VALUES
4.7875
3
<0.1%
4.7622
4
<0.1%
4.4886
1
<0.1%
4.4543
4
<0.1%
4.3944
4
<0.1%
4.2767
1
<0.1%
4.2627
1
<0.1%
4.2341
5
<0.1%
4.1109
4
<0.1%
4.0775
3
<0.1%
4.0431
4
<0.1%
4.0254
3
<0.1%
3.9703
4
<0.1%
3.912
3
<0.1%
3.8918
10
<0.1%
iqr_views
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
percent_modules_viewed_interacciones_de_estudiantes
0.73
modules_viewed
0.59
std_views_per_module
0.53
log_total_views
0.50
percent_modules_participated
0.49
percent_modules_viewed
0.43
student_total_views
0.35
std_interactions_per_module
0.34
percent_students_viewed
0.30
zscore_interactions
0.29
relative_views_percentile
0.28
zscore_views
0.28
avg_days_since_creation
-0.24
median_days_since_creation
-0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
median_views_per_module
0.66
modules_participated
0.37
teacher_total_subjects
0.23
median_interactions_per_student
0.13
teacher_experiencia_ficc_percentil
0.12
intensidad
0.10
teacher_rol_adicional_2
0.07
año_ingreso
0.04
teacher_nivel_educativo_1
0.03
teacher_sede_0
0.03
demuestra_confianza_1
0.03
teacher_nivel_educativo_2
0.03
proyección_vocacional_3
0.02
teacher_rol_adicional_1
0.02
MOST FREQUENT VALUES
0.0
34,599
96.4%
1.0
611
1.7%
0.25
155
0.4%
2.0
132
0.4%
0.5
102
0.3%
0.75
98
0.3%
1.25
67
0.2%
1.75
28
<0.1%
1.5
26
<0.1%
3.0
20
<0.1%
5.25
12
<0.1%
3.5
9
<0.1%
9.0
8
<0.1%
2.25
7
<0.1%
4.0
5
<0.1%
SMALLEST VALUES
0.0
34,599
96.4%
0.25
155
0.4%
0.5
102
0.3%
0.75
98
0.3%
1.0
611
1.7%
1.25
67
0.2%
1.5
26
<0.1%
1.75
28
<0.1%
2.0
132
0.4%
2.25
7
<0.1%
2.5
1
<0.1%
2.75
5
<0.1%
3.0
20
<0.1%
3.25
3
<0.1%
3.5
9
<0.1%
LARGEST VALUES
9.0
8
<0.1%
5.25
12
<0.1%
4.5
4
<0.1%
4.0
5
<0.1%
3.75
1
<0.1%
3.5
9
<0.1%
3.25
3
<0.1%
3.0
20
<0.1%
2.75
5
<0.1%
2.5
1
<0.1%
2.25
7
<0.1%
2.0
132
0.4%
1.75
28
<0.1%
1.5
26
<0.1%
1.25
67
0.2%
skew_views
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_modules
0.33
num_modules_updated
0.27
num_teacher_views_before_planned_start_date
0.25
teacher_total_views
0.24
students_viewed_least_module
-0.23
teacher_total_updates
0.21
avg_interactions_per_student
-0.21
percent_modules_viewed_interacciones_de_estudiantes
-0.20
iqr_views
-0.20
id_most_late_opened_module
0.18
count_evaluation
0.16
percent_modules_viewed
-0.14
teacher_age
-0.13
min_days_since_creation
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
percent_in_english
0.20
count_in_english
0.20
median_interactions_per_student
0.18
teacher_total_subjects
0.17
median_views_per_module
0.15
teacher_experiencia_ficc_percentil
0.14
intensidad
0.11
year
0.10
teacher_sede_0
0.09
teacher_nivel_educativo_2
0.09
teacher_nivel_educativo_0
0.09
proyección_vocacional_0
0.07
actividades_extracurriculares_3
0.06
familia_2
0.06
MOST FREQUENT VALUES
3.6148
7,133
19.9%
3.3282
1,007
2.8%
2.0412
1,007
2.8%
2.2678
893
2.5%
3.75
872
2.4%
2.3398
704
2.0%
3.8806
574
1.6%
4.0069
521
1.5%
4.1295
480
1.3%
3.236192475588742
399
1.1%
3.4744
369
1.0%
2.4749
352
1.0%
2.738
336
0.9%
4.2485
305
0.8%
1.2954
296
0.8%
SMALLEST VALUES
-0.0752
3
<0.1%
-0.0274
5
<0.1%
0.0
14
<0.1%
0.1183
4
<0.1%
0.1897
4
<0.1%
0.2214
4
<0.1%
0.2318
12
<0.1%
0.252
43
0.1%
0.276
14
<0.1%
0.2887
3
<0.1%
0.3143
5
<0.1%
0.3376
89
0.2%
0.3507
183
0.5%
0.4436999999999999
25
<0.1%
0.4437
4
<0.1%
LARGEST VALUES
7.875
24
<0.1%
7.474880000000001
9
<0.1%
6.8571
80
0.2%
6.5591
17
<0.1%
6.4342
4
<0.1%
6.4049
150
0.4%
6.3264
57
0.2%
6.247
116
0.3%
6.1708
2
<0.1%
6.1664
93
0.3%
6.1402
5
<0.1%
6.1352
6
<0.1%
6.1342
7
<0.1%
6.1256
3
<0.1%
6.11942
57
0.2%
relative_views_percentile
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
zscore_views
0.88
log_total_views
0.64
percent_modules_viewed_interacciones_de_estudiantes
0.54
modules_viewed
0.53
std_views_per_module
0.51
iqr_views
0.28
zscore_interactions
0.27
percent_modules_participated
0.19
std_interactions_per_module
0.17
count_login
0.12
num_students
-0.07
skew_views
-0.05
teacher_total_views
0.03
interaction_to_view_ratio
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
modules_participated
0.23
median_views_per_module
0.21
año_ingreso
0.07
jornada_preferida_2
0.05
participación_clase_0
0.05
jornada_preferida_1
0.05
apoyo_familiar_1
0.05
participación_clase_1
0.05
apoyo_familiar_0
0.04
teacher_sede_0
0.04
tipo_vivienda_1
0.04
percent_in_english
0.04
familia_2
0.04
count_in_english
0.03
MOST FREQUENT VALUES
50.0
7,051
19.6%
52.94
3,509
9.8%
52.27
2,192
6.1%
53.12
1,447
4.0%
100.0
1,384
3.9%
53.85
1,213
3.4%
53.33
1,190
3.3%
46.67
857
2.4%
44.12
838
2.3%
54.17
629
1.8%
46.88
594
1.7%
52.38
583
1.6%
47.06
579
1.6%
52.78
509
1.4%
52.5
505
1.4%
SMALLEST VALUES
4.55
7
<0.1%
5.56
5
<0.1%
5.88
4
<0.1%
6.25
5
<0.1%
6.67
9
<0.1%
6.82
10
<0.1%
7.69
3
<0.1%
8.33
8
<0.1%
8.82
16
<0.1%
9.09
23
<0.1%
9.38
16
<0.1%
9.52
25
<0.1%
10.0
29
<0.1%
11.76
9
<0.1%
12.5
16
<0.1%
LARGEST VALUES
100.0
1,384
3.9%
97.73
28
<0.1%
97.5
33
<0.1%
97.22
8
<0.1%
97.06
65
0.2%
96.88
29
<0.1%
96.67
59
0.2%
96.15
22
<0.1%
95.45
53
0.1%
95.24
10
<0.1%
95.0
35
<0.1%
94.44
79
0.2%
94.12
201
0.6%
93.75
129
0.4%
93.33
140
0.4%
zscore_views
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
relative_views_percentile
0.88
log_total_views
0.57
percent_modules_viewed_interacciones_de_estudiantes
0.50
std_views_per_module
0.48
modules_viewed
0.48
iqr_views
0.28
zscore_interactions
0.25
percent_modules_participated
0.17
std_interactions_per_module
0.14
count_login
0.11
skew_views
-0.07
num_teacher_views_before_planned_start_date
0.02
edad_estudiante
-0.02
interaction_to_view_ratio
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
median_views_per_module
0.22
modules_participated
0.19
año_ingreso
0.06
jornada_preferida_2
0.05
jornada_preferida_1
0.04
apoyo_familiar_1
0.04
apoyo_familiar_0
0.04
participación_clase_0
0.03
familia_2
0.03
dia_preferido_2
0.03
proyección_vocacional_1
0.03
participación_clase_1
0.03
percent_in_english
0.03
tipo_vivienda_1
0.03
MOST FREQUENT VALUES
0.0
12,924
36.0%
-0.25
1,199
3.3%
-0.2425
964
2.7%
-0.2132
873
2.4%
-0.2582
858
2.4%
-0.2357
586
1.6%
-0.2236
580
1.6%
-0.2774
540
1.5%
-0.2041
315
0.9%
-0.378
305
0.8%
-0.2182
269
0.7%
-0.3542
264
0.7%
-0.3789
257
0.7%
-0.4491
241
0.7%
-0.3338
209
0.6%
SMALLEST VALUES
-1.7336
9
<0.1%
-1.7043
3
<0.1%
-1.6995
5
<0.1%
-1.6777
2
<0.1%
-1.5873
3
<0.1%
-1.5801
4
<0.1%
-1.5738
3
<0.1%
-1.5597
3
<0.1%
-1.5488
3
<0.1%
-1.4376
17
<0.1%
-1.4211
3
<0.1%
-1.4196
5
<0.1%
-1.4099
3
<0.1%
-1.3837
2
<0.1%
-1.3524
3
<0.1%
LARGEST VALUES
4.6949
14
<0.1%
4.4772
44
0.1%
4.3758
4
<0.1%
4.3644
13
<0.1%
4.3041
3
<0.1%
4.2485
31
<0.1%
4.2301
5
<0.1%
4.2247
5
<0.1%
4.1197
4
<0.1%
4.1188
4
<0.1%
4.082
4
<0.1%
4.0816
5
<0.1%
4.0069
41
0.1%
4.004
5
<0.1%
3.9757
5
<0.1%
zscore_interactions
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
std_interactions_per_module
0.61
percent_modules_participated
0.59
std_views_per_module
0.35
interaction_to_view_ratio
0.30
iqr_views
0.29
relative_views_percentile
0.27
log_total_views
0.25
percent_modules_viewed_interacciones_de_estudiantes
0.25
zscore_views
0.25
modules_viewed
0.25
count_login
0.03
skew_views
-0.02
resultado
0.02
percent_interactive
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
modules_participated
0.70
median_views_per_module
0.26
median_interactions_per_student
0.03
país_origen_1
0.03
año_ingreso
0.03
medio_transporte_2
0.02
demuestra_confianza_1
0.02
medio_transporte_1
0.02
proyección_vocacional_3
0.01
interés_estudios_superiores_0
0.01
nivel_motivación_1
0.01
demuestra_confianza_2
0.01
demuestra_confianza_0
0.01
enfermedades_0
0.01
MOST FREQUENT VALUES
0.0
32,886
91.6%
-0.2582
250
0.7%
-0.2425
203
0.6%
-0.2736
80
0.2%
-0.2989
78
0.2%
-0.309
73
0.2%
-0.3697
72
0.2%
-0.4153
65
0.2%
-0.2236
63
0.2%
-0.4606
59
0.2%
-0.4491
56
0.2%
-0.3705
56
0.2%
-0.366
54
0.2%
-0.483
54
0.2%
-0.5338
52
0.1%
SMALLEST VALUES
-1.2318
18
<0.1%
-1.1619
4
<0.1%
-1.1611
9
<0.1%
-0.9112
33
<0.1%
-0.8089
27
<0.1%
-0.774
12
<0.1%
-0.75
30
<0.1%
-0.7263
15
<0.1%
-0.7004
24
<0.1%
-0.7003
40
0.1%
-0.6638
37
0.1%
-0.637
39
0.1%
-0.6296
27
<0.1%
-0.5869
39
0.1%
-0.5855
14
<0.1%
LARGEST VALUES
4.2485
5
<0.1%
4.2411
4
<0.1%
3.8806
12
<0.1%
3.8104
3
<0.1%
3.75
3
<0.1%
3.6743
1
<0.1%
3.6148
25
<0.1%
3.5036
4
<0.1%
3.4444
4
<0.1%
3.4218
2
<0.1%
3.418
4
<0.1%
3.2509
5
<0.1%
3.2108
4
<0.1%
3.1892
5
<0.1%
3.0933
3
<0.1%
teacher_sede_0
MISSING:
---
TOP CATEGORIES
0
24,535
68%
1
11,358
32%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
teacher_sede_0
PROVIDES INFORMATION ON...
teacher_nivel_educativo_0
0.31
medio_transporte_0
0.23
teacher_rol_adicional_0
0.21
count_in_english
0.09
percent_in_english
0.08
país_origen_1
0.07
zona_vivienda_0
0.06
país_origen_2
0.06
demuestra_confianza_0
0.06
medio_transporte_1
0.06
nee_0
0.05
jornada_preferida_2
0.05
país_origen_0
0.05
jornada_preferida_1
0.04

THESE FEATURES
GIVE INFORMATION
ON teacher_sede_0:
teacher_nivel_educativo_0
0.21
teacher_experiencia_ficc_percentil
0.07
medio_transporte_1
0.05
jornada_preferida_2
0.04
teacher_total_subjects
0.04
medio_transporte_0
0.03
demuestra_confianza_0
0.03
zona_vivienda_0
0.03
medio_transporte_2
0.03
tipo_vivienda_1
0.03
jornada_preferida_1
0.03
demuestra_confianza_1
0.02
teacher_rol_adicional_1
0.02
count_in_english
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_sede_0
CORRELATION RATIO WITH...
teacher_unique_students_count
0.52
teacher_total_views
0.39
num_teacher_views_before_planned_start_date
0.37
count_login
0.37
num_students
0.37
min_days_since_creation
0.36
num_modules_updated
0.33
id_docente
0.32
edad_estudiante
0.28
total_modules
0.28
median_days_since_last_update
0.26
estrato
0.21
id_most_late_opened_module
0.18
avg_days_since_creation
0.18
teacher_rol_adicional_0
MISSING:
---
TOP CATEGORIES
0
35,547
>99%
1
346
<1%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
teacher_rol_adicional_0
PROVIDES INFORMATION ON...
year
0.03
teacher_rol_adicional_2
0.03
teacher_sede_0
0.02
teacher_experiencia_ficc_percentil
0.01
period
0.01
intensidad
0.01
teacher_total_subjects
0.01
año_ingreso
0.00
teacher_rol_adicional_1
0.00
teacher_nivel_educativo_1
0.00
teacher_nivel_educativo_2
0.00
teacher_nivel_educativo_0
0.00
dia_preferido_0
0.00
nee_0
0.00

THESE FEATURES
GIVE INFORMATION
ON teacher_rol_adicional_0:
teacher_experiencia_ficc_percentil
0.34
year
0.29
teacher_rol_adicional_2
0.28
teacher_sede_0
0.21
period
0.16
teacher_total_subjects
0.15
intensidad
0.14
año_ingreso
0.05
teacher_rol_adicional_1
0.05
teacher_nivel_educativo_1
0.04
dia_preferido_0
0.04
teacher_nivel_educativo_2
0.04
teacher_nivel_educativo_0
0.03
jornada_preferida_2
0.03

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_rol_adicional_0
CORRELATION RATIO WITH...
teacher_total_hours
0.24
max_days_since_creation
0.11
avg_days_since_creation
0.11
min_days_since_creation
0.11
days_before_start
0.10
teacher_experiencia_total_percentil
0.09
percent_updated
0.08
id_asignatura
0.08
median_days_since_creation
0.08
num_students
0.06
id_most_late_opened_module
0.06
count_login
0.06
teacher_unique_students_count
0.06
edad_estudiante
0.05
teacher_rol_adicional_1
MISSING:
---
TOP CATEGORIES
0
27,545
77%
1
8,348
23%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
teacher_rol_adicional_1
PROVIDES INFORMATION ON...
teacher_rol_adicional_2
0.73
teacher_experiencia_ficc_percentil
0.10
percent_in_english
0.10
count_in_english
0.08
intensidad
0.06
teacher_rol_adicional_0
0.05
teacher_nivel_educativo_2
0.04
teacher_total_subjects
0.03
teacher_nivel_educativo_1
0.03
median_interactions_per_student
0.02
teacher_sede_0
0.02
teacher_nivel_educativo_0
0.02
median_views_per_module
0.01
modules_participated
0.01

THESE FEATURES
GIVE INFORMATION
ON teacher_rol_adicional_1:
teacher_rol_adicional_2
0.70
teacher_experiencia_ficc_percentil
0.27
intensidad
0.16
teacher_total_subjects
0.09
teacher_nivel_educativo_2
0.03
percent_in_english
0.03
teacher_nivel_educativo_1
0.03
teacher_sede_0
0.02
count_in_english
0.02
teacher_nivel_educativo_0
0.02
median_interactions_per_student
0.01
year
0.01
teacher_rol_adicional_0
0.00
modules_participated
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_rol_adicional_1
CORRELATION RATIO WITH...
teacher_experiencia_nivel_ficc
0.42
teacher_unique_students_count
0.32
min_days_since_creation
0.22
avg_days_since_creation
0.19
median_days_since_last_update
0.17
id_most_late_opened_module
0.16
id_docente
0.16
total_modules
0.15
percent_students_viewed
0.15
student_total_views
0.15
teacher_age
0.14
students_viewed_least_module
0.13
modules_viewed
0.13
log_total_views
0.12
teacher_rol_adicional_2
MISSING:
---
TOP CATEGORIES
1
28,237
79%
0
7,656
21%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
teacher_rol_adicional_2
PROVIDES INFORMATION ON...
teacher_rol_adicional_1
0.70
teacher_rol_adicional_0
0.28
teacher_experiencia_ficc_percentil
0.15
teacher_nivel_educativo_2
0.10
teacher_nivel_educativo_0
0.09
count_in_english
0.09
percent_in_english
0.09
teacher_total_subjects
0.07
intensidad
0.06
modules_participated
0.04
teacher_nivel_educativo_1
0.04
median_views_per_module
0.03
teacher_sede_0
0.02
median_interactions_per_student
0.02

THESE FEATURES
GIVE INFORMATION
ON teacher_rol_adicional_2:
teacher_rol_adicional_1
0.73
teacher_experiencia_ficc_percentil
0.42
teacher_total_subjects
0.20
intensidad
0.16
teacher_nivel_educativo_2
0.10
teacher_nivel_educativo_0
0.08
teacher_nivel_educativo_1
0.04
teacher_rol_adicional_0
0.03
count_in_english
0.03
percent_in_english
0.03
teacher_sede_0
0.02
median_interactions_per_student
0.01
modules_participated
0.01
year
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_rol_adicional_2
CORRELATION RATIO WITH...
teacher_unique_students_count
0.36
teacher_experiencia_nivel_ficc
0.36
teacher_age
0.35
min_days_since_creation
0.30
avg_days_since_creation
0.29
percent_students_viewed
0.22
median_days_since_creation
0.21
median_days_since_last_update
0.18
student_total_views
0.18
percent_modules_viewed
0.18
id_most_late_opened_module
0.17
log_total_views
0.16
percent_updated
0.15
id_docente
0.15
teacher_nivel_educativo_0
MISSING:
---
TOP CATEGORIES
0
30,525
85%
1
5,368
15%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
teacher_nivel_educativo_0
PROVIDES INFORMATION ON...
teacher_sede_0
0.21
count_in_english
0.09
percent_in_english
0.08
teacher_nivel_educativo_1
0.08
teacher_rol_adicional_2
0.08
teacher_nivel_educativo_2
0.07
teacher_total_subjects
0.06
intensidad
0.05
medio_transporte_0
0.04
teacher_experiencia_ficc_percentil
0.03
teacher_rol_adicional_0
0.03
median_interactions_per_student
0.03
país_origen_1
0.02
median_views_per_module
0.02

THESE FEATURES
GIVE INFORMATION
ON teacher_nivel_educativo_0:
teacher_sede_0
0.31
teacher_total_subjects
0.22
intensidad
0.17
teacher_experiencia_ficc_percentil
0.11
teacher_nivel_educativo_1
0.10
teacher_rol_adicional_2
0.09
teacher_nivel_educativo_2
0.08
count_in_english
0.03
percent_in_english
0.03
teacher_rol_adicional_1
0.02
median_interactions_per_student
0.02
medio_transporte_1
0.02
jornada_preferida_2
0.02
demuestra_confianza_0
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_nivel_educativo_0
CORRELATION RATIO WITH...
teacher_experiencia_total_percentil
0.39
num_teacher_views_before_planned_start_date
0.39
teacher_age
0.29
teacher_total_views
0.29
num_students
0.22
median_days_since_creation
0.22
avg_days_since_creation
0.21
count_login
0.21
total_modules
0.20
percent_evaluation
0.17
median_days_since_last_update
0.15
num_modules_updated
0.13
teacher_unique_students_count
0.13
min_days_since_creation
0.13
teacher_nivel_educativo_1
MISSING:
---
TOP CATEGORIES
0
28,001
78%
1
7,892
22%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
teacher_nivel_educativo_1
PROVIDES INFORMATION ON...
teacher_nivel_educativo_2
0.23
teacher_nivel_educativo_0
0.10
teacher_total_subjects
0.07
teacher_rol_adicional_0
0.04
teacher_experiencia_ficc_percentil
0.04
teacher_rol_adicional_2
0.04
teacher_rol_adicional_1
0.03
intensidad
0.02
percent_in_english
0.02
teacher_sede_0
0.02
median_interactions_per_student
0.01
median_views_per_module
0.01
modules_participated
0.01
count_in_english
0.01

THESE FEATURES
GIVE INFORMATION
ON teacher_nivel_educativo_1:
teacher_nivel_educativo_2
0.22
teacher_total_subjects
0.18
teacher_experiencia_ficc_percentil
0.11
teacher_nivel_educativo_0
0.08
intensidad
0.05
teacher_rol_adicional_2
0.04
teacher_rol_adicional_1
0.03
teacher_sede_0
0.02
median_interactions_per_student
0.01
year
0.01
percent_in_english
0.01
teacher_rol_adicional_0
0.00
jornada_preferida_2
0.00
count_in_english
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_nivel_educativo_1
CORRELATION RATIO WITH...
id_docente
0.45
teacher_experiencia_total_percentil
0.33
teacher_unique_students_count
0.30
id_asignatura
0.24
min_days_since_creation
0.19
num_teacher_views_before_planned_start_date
0.16
teacher_age
0.16
count_evaluation
0.14
percent_evaluation
0.14
id_most_late_opened_module
0.12
avg_days_since_creation
0.12
percent_collaboration
0.12
teacher_experiencia_nivel_ficc
0.12
teacher_total_views
0.12
teacher_nivel_educativo_2
MISSING:
---
TOP CATEGORIES
1
28,785
80%
0
7,108
20%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
teacher_nivel_educativo_2
PROVIDES INFORMATION ON...
teacher_nivel_educativo_1
0.22
percent_in_english
0.14
count_in_english
0.14
teacher_experiencia_ficc_percentil
0.11
teacher_rol_adicional_2
0.10
teacher_nivel_educativo_0
0.08
teacher_rol_adicional_0
0.04
intensidad
0.03
teacher_rol_adicional_1
0.03
median_views_per_module
0.02
median_interactions_per_student
0.02
year
0.02
teacher_sede_0
0.01
teacher_total_subjects
0.01

THESE FEATURES
GIVE INFORMATION
ON teacher_nivel_educativo_2:
teacher_experiencia_ficc_percentil
0.32
teacher_nivel_educativo_1
0.23
teacher_rol_adicional_2
0.10
intensidad
0.09
teacher_nivel_educativo_0
0.07
percent_in_english
0.04
count_in_english
0.04
teacher_rol_adicional_1
0.04
teacher_total_subjects
0.03
year
0.02
teacher_sede_0
0.02
median_interactions_per_student
0.01
teacher_rol_adicional_0
0.00
año_ingreso
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_nivel_educativo_2
CORRELATION RATIO WITH...
id_docente
0.44
teacher_experiencia_total_percentil
0.30
teacher_total_hours
0.28
median_days_since_creation
0.28
teacher_total_views
0.27
avg_days_since_creation
0.25
num_teacher_views_before_planned_start_date
0.25
num_modules_updated
0.23
total_modules
0.21
teacher_experiencia_nivel_ficc
0.21
median_days_since_last_update
0.17
min_days_since_creation
0.15
teacher_unique_students_count
0.14
max_days_since_creation
0.12
teacher_total_subjects
MISSING:
---
TOP CATEGORIES
3
15,738
44%
2
8,574
24%
5
5,355
15%
1
4,483
12%
4
1,181
3%
6
562
2%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
teacher_total_subjects
PROVIDES INFORMATION ON...
teacher_nivel_educativo_0
0.22
percent_in_english
0.22
year
0.21
teacher_rol_adicional_2
0.20
count_in_english
0.20
modules_participated
0.18
teacher_experiencia_ficc_percentil
0.18
teacher_nivel_educativo_1
0.18
teacher_rol_adicional_0
0.15
intensidad
0.14
median_views_per_module
0.14
teacher_rol_adicional_1
0.09
median_interactions_per_student
0.07
period
0.05

THESE FEATURES
GIVE INFORMATION
ON teacher_total_subjects:
teacher_experiencia_ficc_percentil
0.18
intensidad
0.13
year
0.07
teacher_rol_adicional_2
0.07
teacher_nivel_educativo_1
0.07
teacher_nivel_educativo_0
0.06
period
0.04
teacher_rol_adicional_1
0.03
percent_in_english
0.02
count_in_english
0.02
teacher_sede_0
0.02
modules_participated
0.01
median_interactions_per_student
0.01
teacher_nivel_educativo_2
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_total_subjects
CORRELATION RATIO WITH...
teacher_total_hours
0.75
teacher_experiencia_total_percentil
0.58
median_days_since_creation
0.58
avg_days_since_creation
0.56
percent_modules_viewed
0.56
student_total_views
0.55
teacher_age
0.53
teacher_experiencia_nivel_ficc
0.52
percent_students_viewed
0.50
percent_evaluation
0.49
percent_updated
0.46
teacher_unique_students_count
0.44
count_evaluation
0.43
percent_students_interacted
0.42
teacher_total_hours
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
avg_days_since_creation
0.52
median_days_since_creation
0.49
percent_modules_viewed
-0.40
percent_students_viewed
-0.39
student_total_views
-0.37
max_days_since_creation
0.34
min_days_since_creation
0.32
log_total_views
-0.28
percent_students_interacted
-0.28
percent_modules_viewed_interacciones_de_estudiantes
-0.26
student_total_interactions
-0.26
std_views_per_module
-0.24
percent_evaluation
-0.24
modules_viewed
-0.23

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_total_subjects
0.75
teacher_experiencia_ficc_percentil
0.36
year
0.35
intensidad
0.35
teacher_nivel_educativo_2
0.28
percent_in_english
0.25
count_in_english
0.25
teacher_rol_adicional_0
0.24
period
0.18
teacher_sede_0
0.17
modules_participated
0.16
año_ingreso
0.15
median_interactions_per_student
0.13
median_views_per_module
0.11
MOST FREQUENT VALUES
24
4,790
13.3%
28
4,278
11.9%
27
3,572
10.0%
23
3,206
8.9%
15
2,683
7.5%
21
2,304
6.4%
9
2,149
6.0%
32
1,959
5.5%
22
1,672
4.7%
16
1,564
4.4%
26
1,038
2.9%
43
899
2.5%
29
870
2.4%
31
671
1.9%
35
670
1.9%
SMALLEST VALUES
2
181
0.5%
5
246
0.7%
6
297
0.8%
7
328
0.9%
8
589
1.6%
9
2,149
6.0%
15
2,683
7.5%
16
1,564
4.4%
17
45
0.1%
21
2,304
6.4%
22
1,672
4.7%
23
3,206
8.9%
24
4,790
13.3%
25
321
0.9%
26
1,038
2.9%
LARGEST VALUES
44
346
1.0%
43
899
2.5%
42
562
1.6%
41
16
<0.1%
39
171
0.5%
38
85
0.2%
36
88
0.2%
35
670
1.9%
34
273
0.8%
33
20
<0.1%
32
1,959
5.5%
31
671
1.9%
29
870
2.4%
28
4,278
11.9%
27
3,572
10.0%
teacher_unique_students_count
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
teacher_age
-0.28
num_students
0.28
id_asignatura
0.23
count_login
0.22
teacher_total_views
-0.22
teacher_experiencia_total_percentil
-0.21
min_days_since_creation
0.20
id_docente
0.18
edad_estudiante
0.15
percent_collaboration
-0.14
resultado
0.13
estrato
-0.12
total_modules
-0.11
median_days_since_last_update
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_sede_0
0.52
intensidad
0.46
teacher_total_subjects
0.44
teacher_experiencia_ficc_percentil
0.41
teacher_rol_adicional_2
0.36
teacher_rol_adicional_1
0.32
teacher_nivel_educativo_1
0.30
percent_in_english
0.18
count_in_english
0.18
jornada_preferida_2
0.18
teacher_nivel_educativo_2
0.14
jornada_preferida_1
0.14
medio_transporte_1
0.13
demuestra_confianza_1
0.13
MOST FREQUENT VALUES
189
7,556
21.1%
159
5,636
15.7%
85
4,162
11.6%
89
3,595
10.0%
113
3,569
9.9%
179
2,195
6.1%
101
1,274
3.5%
79
1,225
3.4%
67
1,038
2.9%
100
684
1.9%
72
625
1.7%
74
608
1.7%
145
589
1.6%
111
535
1.5%
41
404
1.1%
SMALLEST VALUES
24
98
0.3%
28
96
0.3%
30
395
1.1%
41
404
1.1%
46
45
0.1%
62
171
0.5%
67
1,038
2.9%
72
625
1.7%
73
343
1.0%
74
608
1.7%
79
1,225
3.4%
85
4,162
11.6%
87
88
0.2%
89
3,595
10.0%
96
395
1.1%
LARGEST VALUES
189
7,556
21.1%
179
2,195
6.1%
159
5,636
15.7%
145
589
1.6%
136
87
0.2%
122
225
0.6%
115
20
<0.1%
113
3,569
9.9%
111
535
1.5%
110
85
0.2%
105
150
0.4%
101
1,274
3.5%
100
684
1.9%
96
395
1.1%
89
3,595
10.0%
teacher_age
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
teacher_experiencia_total_percentil
0.64
num_modules_updated
-0.35
teacher_unique_students_count
-0.28
total_modules
-0.27
percent_updated
-0.27
id_docente
-0.27
min_days_since_creation
0.25
num_teacher_views_before_planned_start_date
-0.20
students_viewed_least_module
0.19
teacher_experiencia_nivel_ficc
0.16
teacher_total_views
-0.15
days_before_start
-0.14
avg_days_since_creation
0.14
median_days_since_last_update
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_experiencia_ficc_percentil
0.56
teacher_total_subjects
0.53
teacher_rol_adicional_2
0.35
percent_in_english
0.29
teacher_nivel_educativo_0
0.29
year
0.25
count_in_english
0.25
intensidad
0.24
median_interactions_per_student
0.21
period
0.20
teacher_nivel_educativo_1
0.16
teacher_rol_adicional_1
0.14
teacher_sede_0
0.12
año_ingreso
0.07
MOST FREQUENT VALUES
26
6,220
17.3%
21
4,383
12.2%
31
3,948
11.0%
25
3,873
10.8%
24
3,673
10.2%
30
3,631
10.1%
22
2,855
8.0%
23
2,308
6.4%
19
1,225
3.4%
39
1,142
3.2%
32
917
2.6%
27
709
2.0%
42
404
1.1%
36
327
0.9%
40
87
0.2%
SMALLEST VALUES
19
1,225
3.4%
21
4,383
12.2%
22
2,855
8.0%
23
2,308
6.4%
24
3,673
10.2%
25
3,873
10.8%
26
6,220
17.3%
27
709
2.0%
30
3,631
10.1%
31
3,948
11.0%
32
917
2.6%
33
15
<0.1%
34
46
0.1%
36
327
0.9%
37
85
0.2%
LARGEST VALUES
43
45
0.1%
42
404
1.1%
40
87
0.2%
39
1,142
3.2%
37
85
0.2%
36
327
0.9%
34
46
0.1%
33
15
<0.1%
32
917
2.6%
31
3,948
11.0%
30
3,631
10.1%
27
709
2.0%
26
6,220
17.3%
25
3,873
10.8%
24
3,673
10.2%
teacher_experiencia_ficc_percentil
MISSING:
---
TOP CATEGORIES
16.346153846153847
14,878
41%
58.65384615384615
9,308
26%
40.38461538461539
5,342
15%
75.96153846153845
3,892
11%
87.5
1,664
5%
94.23076923076924
639
2%
99.03846153846156
170
<1%
ALL
35,893
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
teacher_experiencia_ficc_percentil
PROVIDES INFORMATION ON...
teacher_rol_adicional_2
0.42
teacher_rol_adicional_0
0.34
teacher_nivel_educativo_2
0.32
teacher_rol_adicional_1
0.27
percent_in_english
0.21
count_in_english
0.20
intensidad
0.20
teacher_total_subjects
0.18
teacher_nivel_educativo_1
0.11
year
0.11
teacher_nivel_educativo_0
0.11
modules_participated
0.11
median_interactions_per_student
0.09
median_views_per_module
0.08

THESE FEATURES
GIVE INFORMATION
ON teacher_experiencia_ficc_percentil:
teacher_total_subjects
0.18
intensidad
0.18
teacher_rol_adicional_2
0.15
teacher_nivel_educativo_2
0.11
teacher_rol_adicional_1
0.10
teacher_nivel_educativo_1
0.04
year
0.04
teacher_nivel_educativo_0
0.03
teacher_sede_0
0.03
percent_in_english
0.02
count_in_english
0.02
median_interactions_per_student
0.02
period
0.02
teacher_rol_adicional_0
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_experiencia_ficc_percentil
CORRELATION RATIO WITH...
id_docente
0.78
avg_days_since_creation
0.58
min_days_since_creation
0.58
teacher_experiencia_total_percentil
0.57
teacher_age
0.56
median_days_since_creation
0.48
percent_students_viewed
0.42
teacher_unique_students_count
0.41
teacher_total_hours
0.36
id_asignatura
0.35
student_total_views
0.35
teacher_total_views
0.35
num_teacher_views_before_planned_start_date
0.34
median_days_since_last_update
0.34
teacher_experiencia_total_percentil
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
teacher_age
0.64
teacher_experiencia_nivel_ficc
0.35
percent_updated
-0.33
num_modules_updated
-0.28
teacher_unique_students_count
-0.21
median_days_since_last_update
0.19
id_docente
-0.16
percent_modules_viewed
0.16
teacher_total_updates
-0.16
avg_interactions_per_student
0.14
student_total_views
0.14
students_viewed_least_module
0.14
student_total_interactions
0.12
percent_students_interacted
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_total_subjects
0.58
teacher_experiencia_ficc_percentil
0.57
teacher_nivel_educativo_0
0.39
teacher_nivel_educativo_1
0.33
teacher_nivel_educativo_2
0.30
intensidad
0.27
percent_in_english
0.18
median_interactions_per_student
0.16
count_in_english
0.15
year
0.14
teacher_rol_adicional_2
0.11
period
0.10
teacher_rol_adicional_0
0.09
modules_participated
0.07
MOST FREQUENT VALUES
21.15384615384616
7,301
20.3%
6.730769230769231
5,169
14.4%
61.53846153846154
4,402
12.3%
79.8076923076923
3,034
8.5%
50.96153846153846
2,936
8.2%
69.23076923076923
2,352
6.6%
74.03846153846155
2,164
6.0%
89.42307692307693
2,046
5.7%
34.61538461538461
1,930
5.4%
42.30769230769231
1,918
5.3%
93.26923076923076
955
2.7%
85.57692307692307
909
2.5%
98.07692307692308
404
1.1%
96.15384615384616
328
0.9%
100.0
45
0.1%
SMALLEST VALUES
6.730769230769231
5,169
14.4%
21.15384615384616
7,301
20.3%
34.61538461538461
1,930
5.4%
42.30769230769231
1,918
5.3%
50.96153846153846
2,936
8.2%
61.53846153846154
4,402
12.3%
69.23076923076923
2,352
6.6%
74.03846153846155
2,164
6.0%
79.8076923076923
3,034
8.5%
85.57692307692307
909
2.5%
89.42307692307693
2,046
5.7%
93.26923076923076
955
2.7%
96.15384615384616
328
0.9%
98.07692307692308
404
1.1%
100.0
45
0.1%
LARGEST VALUES
100.0
45
0.1%
98.07692307692308
404
1.1%
96.15384615384616
328
0.9%
93.26923076923076
955
2.7%
89.42307692307693
2,046
5.7%
85.57692307692307
909
2.5%
79.8076923076923
3,034
8.5%
74.03846153846155
2,164
6.0%
69.23076923076923
2,352
6.6%
61.53846153846154
4,402
12.3%
50.96153846153846
2,936
8.2%
42.30769230769231
1,918
5.3%
34.61538461538461
1,930
5.4%
21.15384615384616
7,301
20.3%
6.730769230769231
5,169
14.4%
teacher_experiencia_nivel_ficc
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
teacher_experiencia_total_percentil
0.35
median_days_since_last_update
0.23
id_docente
-0.19
teacher_total_hours
-0.19
students_viewed_least_module
0.16
teacher_age
0.16
id_most_late_opened_module
-0.15
avg_views_per_student
0.12
percent_updated
-0.12
num_students
0.10
teacher_total_views
0.10
avg_interactions_per_student
0.09
days_before_start
-0.09
total_modules
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
teacher_total_subjects
0.52
teacher_rol_adicional_1
0.42
teacher_rol_adicional_2
0.36
teacher_experiencia_ficc_percentil
0.24
teacher_nivel_educativo_2
0.21
teacher_sede_0
0.18
percent_in_english
0.13
year
0.13
count_in_english
0.12
teacher_nivel_educativo_1
0.12
median_interactions_per_student
0.10
period
0.09
jornada_preferida_2
0.06
teacher_nivel_educativo_0
0.05
MOST FREQUENT VALUES
15.865384615384617
7,405
20.6%
16.565384615384616
5,327
14.8%
17.265384615384615
4,753
13.2%
3.461538461538461
4,431
12.3%
17.965384615384615
2,856
8.0%
29.09230769230769
2,268
6.3%
29.42307692307692
2,153
6.0%
2.5538461538461537
1,959
5.5%
18.66538461538461
1,664
4.6%
29.792307692307688
670
1.9%
1.1538461538461535
562
1.6%
19.365384615384613
541
1.5%
3.2538461538461534
366
1.0%
30.82307692307692
328
0.9%
27.69230769230769
327
0.9%
SMALLEST VALUES
1.1538461538461535
562
1.6%
2.5538461538461537
1,959
5.5%
3.2538461538461534
366
1.0%
3.461538461538461
4,431
12.3%
4.161538461538461
15
<0.1%
6.961538461538462
98
0.3%
7.661538461538461
83
0.2%
15.865384615384617
7,405
20.6%
16.565384615384616
5,327
14.8%
17.265384615384615
4,753
13.2%
17.965384615384615
2,856
8.0%
18.66538461538461
1,664
4.6%
19.365384615384613
541
1.5%
20.065384615384616
87
0.2%
27.69230769230769
327
0.9%
LARGEST VALUES
30.82307692307692
328
0.9%
29.792307692307688
670
1.9%
29.42307692307692
2,153
6.0%
29.09230769230769
2,268
6.3%
27.69230769230769
327
0.9%
20.065384615384616
87
0.2%
19.365384615384613
541
1.5%
18.66538461538461
1,664
4.6%
17.965384615384615
2,856
8.0%
17.265384615384615
4,753
13.2%
16.565384615384616
5,327
14.8%
15.865384615384617
7,405
20.6%
7.661538461538461
83
0.2%
6.961538461538462
98
0.3%
4.161538461538461
15
<0.1%
resultado
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
edad_estudiante
-0.16
teacher_unique_students_count
0.13
teacher_experiencia_total_percentil
0.09
id_docente
0.09
max_days_since_creation
-0.08
num_students
0.06
id_asignatura
0.06
days_before_start
0.06
id_most_late_opened_module
-0.05
percent_students_viewed
-0.05
num_teacher_views_before_planned_start_date
0.05
min_days_since_creation
0.04
num_modules_updated
-0.03
teacher_total_updates
-0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
nivel_motivación_1
0.28
intensidad
0.21
demuestra_confianza_1
0.20
participación_clase_1
0.17
nivel_motivación_0
0.17
demuestra_confianza_0
0.16
género_0
0.13
participación_clase_0
0.11
teacher_total_subjects
0.11
apoyo_familiar_1
0.11
apoyo_familiar_0
0.10
teacher_nivel_educativo_0
0.08
actividades_extracurriculares_1
0.08
teacher_experiencia_ficc_percentil
0.08
MOST FREQUENT VALUES
90.0
3,844
10.7%
95.0
2,175
6.1%
85.0
2,038
5.7%
80.0
2,026
5.6%
89.0
1,736
4.8%
92.0
1,664
4.6%
88.0
1,650
4.6%
87.0
1,579
4.4%
91.0
1,546
4.3%
93.0
1,364
3.8%
86.0
1,293
3.6%
100.0
1,274
3.5%
94.0
1,242
3.5%
84.0
1,174
3.3%
83.0
1,109
3.1%
SMALLEST VALUES
8.0
2
<0.1%
9.0
1
<0.1%
10.0
1
<0.1%
11.0
1
<0.1%
12.0
2
<0.1%
12.5
1
<0.1%
15.0
1
<0.1%
16.0
1
<0.1%
16.607142857142858
1
<0.1%
20.0
1
<0.1%
21.67857142857143
1
<0.1%
21.78571428571429
1
<0.1%
22.0
1
<0.1%
22.857142857142858
1
<0.1%
25.0
4
<0.1%
LARGEST VALUES
100.0
1,274
3.5%
99.0
325
0.9%
98.0
473
1.3%
97.0
571
1.6%
96.0
843
2.3%
95.0
2,175
6.1%
94.0
1,242
3.5%
93.0
1,364
3.8%
92.0
1,664
4.6%
91.0
1,546
4.3%
90.0
3,844
10.7%
89.0
1,736
4.8%
88.0
1,650
4.6%
87.0
1,579
4.4%
86.0
1,293
3.6%